diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_0/index_tensor([4150, 4150])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_0/index_tensor([4150, 4150])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3d4f6183442986d1c121ff9953635cd811ef7c5f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_0/index_tensor([4150, 4150])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, taken at eye level, captures a dynamic trio engaged in an animated conversation. In the center, a woman with long, wavy blond hair speaks energetically, her head moving fluidly from side to side to make eye contact with her companions. She wears a comfortable cream-colored sweater, and as she speaks, her body sways gently and rhythmically, conveying a sense of confidence and ease. Beside her are two men actively engaged in the discussion. The man to her right, clean-shaven with short brown hair, gestures with an open palm as he speaks, while the man to her left, with a light beard and wearing a dark gray hoodie, nods in agreement. In a brief, almost synchronized movement, both men momentarily turn their heads to look straight ahead, away from the group, before quickly turning back to reengage the women. The scene unfolds in a bright, modern, open-plan office. Against a soft-focus background, a group of people mill about, some carrying laptops while others chat, creating a lively yet unobtrusive atmosphere. The entire set is bathed in bright, diffused natural light, creating a clean, high-key look with warm tones that foster a collaborative, energetic, and positive atmosphere.", + "seed": 30223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_0/index_4150_seed_30223_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03172235498204827, + "vlm_logprob": -0.03172235498204827, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03172235498204827, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10640779137611389 + ], + "opposite_logprob_tokens": [ + -2.481407880783081 + ], + "logprob_reward": -0.10640779137611389, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.10640779137611389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2490067481994629, + 0.03490956127643585, + 0.20615321397781372, + 0.03717084974050522, + 0.07551582157611847, + 0.07267219573259354, + 0.180444598197937, + 0.02524707280099392, + 0.04213627800345421, + 0.07674366980791092 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.10640779137611389 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008667231537401676 + ], + "opposite_logprob_tokens": [ + -4.758667469024658 + ], + "logprob_reward": -0.008667231537401676, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008667231537401676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09405197203159332, + 0.1381738930940628, + 0.12523654103279114, + 0.1334821730852127, + 0.03687809780240059, + 0.057151779532432556, + 0.303987056016922, + 0.0200500451028347, + 0.051036667078733444, + 0.039951734244823456 + ], + "top_frames": [ + 6, + 1, + 3 + ], + "selected_reward": -0.008667231537401676 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354903355240822 + ], + "opposite_logprob_tokens": [ + -3.6513547897338867 + ], + "logprob_reward": -0.026354903355240822, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354903355240822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1197032555937767, + 0.08923718333244324, + 0.15700240433216095, + 0.054035671055316925, + 0.07511919736862183, + 0.0635414719581604, + 0.17899085581302643, + 0.07863747328519821, + 0.05645166337490082, + 0.12728089094161987 + ], + "top_frames": [ + 6, + 2, + 9 + ], + "selected_reward": -0.026354903355240822 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545477598905563 + ], + "opposite_logprob_tokens": [ + -4.387545585632324 + ], + "logprob_reward": -0.012545477598905563, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545477598905563, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13397076725959778, + 0.033639803528785706, + 0.02996647357940674, + 0.03595691919326782, + 0.15519994497299194, + 0.042240649461746216, + 0.10915020108222961, + 0.05159611999988556, + 0.1798410266637802, + 0.22843806445598602 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.012545477598905563 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046363710425794125 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.0046363710425794125, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046363710425794125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.116188183426857, + 0.06000290811061859, + 0.1496923267841339, + 0.07266337424516678, + 0.16604581475257874, + 0.03176707774400711, + 0.22426055371761322, + 0.048494573682546616, + 0.04113820195198059, + 0.08974701166152954 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.0046363710425794125 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, taken at eye level, captures a dynamic trio engaged in an animated conversation. In the center, a woman with long, wavy blond hair speaks energetically, her head moving fluidly from side to side to make eye contact with her companions. She wears a comfortable cream-colored sweater, and as she speaks, her body sways gently and rhythmically, conveying a sense of confidence and ease. Beside her are two men actively engaged in the discussion. The man to her right, clean-shaven with short brown hair, gestures with an open palm as he speaks, while the man to her left, with a light beard and wearing a dark gray hoodie, nods in agreement. In a brief, almost synchronized movement, both men momentarily turn their heads to look straight ahead, away from the group, before quickly turning back to reengage the women. The scene unfolds in a bright, modern, open-plan office. Against a soft-focus background, a group of people mill about, some carrying laptops while others chat, creating a lively yet unobtrusive atmosphere. The entire set is bathed in bright, diffused natural light, creating a clean, high-key look with warm tones that foster a collaborative, energetic, and positive atmosphere.", + "seed": 30224, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_0/index_4150_seed_30224_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03108857460319996, + "vlm_logprob": -0.03108857460319996, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.03108857460319996, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1137811541557312 + ], + "opposite_logprob_tokens": [ + -2.363781213760376 + ], + "logprob_reward": -0.1137811541557312, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1137811541557312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16623105108737946, + 0.07940240949392319, + 0.12716887891292572, + 0.06111279875040054, + 0.08335030823945999, + 0.03972633555531502, + 0.030505400151014328, + 0.18488743901252747, + 0.1775394231081009, + 0.050075963139534 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.1137811541557312 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002221499104052782 + ], + "opposite_logprob_tokens": [ + -6.127221584320068 + ], + "logprob_reward": -0.002221499104052782, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002221499104052782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1712959259748459, + 0.07171601802110672, + 0.09978431463241577, + 0.11688786745071411, + 0.04925696924328804, + 0.04896372929215431, + 0.015369711443781853, + 0.3338813781738281, + 0.07411777973175049, + 0.018726347014307976 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.002221499104052782 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328772470355034 + ], + "opposite_logprob_tokens": [ + -3.773287773132324 + ], + "logprob_reward": -0.02328772470355034, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328772470355034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23991484940052032, + 0.07668638974428177, + 0.2775500416755676, + 0.06973198801279068, + 0.07985948026180267, + 0.0640580803155899, + 0.05240273475646973, + 0.03762210160493851, + 0.07943203300237656, + 0.02274228446185589 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.02328772470355034 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539003044366837 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539003044366837, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539003044366837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09112934023141861, + 0.08085188269615173, + 0.18197675049304962, + 0.05713329836726189, + 0.08293512463569641, + 0.028859049081802368, + 0.02815072424709797, + 0.05889139324426651, + 0.33017170429229736, + 0.0599006786942482 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.012539003044366837 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036134920082986355 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.0036134920082986355, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036134920082986355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17197740077972412, + 0.04922717809677124, + 0.2534348964691162, + 0.07326868176460266, + 0.09948012977838516, + 0.04777887836098671, + 0.029950307682156563, + 0.0991591289639473, + 0.11260659247636795, + 0.06311676651239395 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0036134920082986355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, taken at eye level, captures a dynamic trio engaged in an animated conversation. In the center, a woman with long, wavy blond hair speaks energetically, her head moving fluidly from side to side to make eye contact with her companions. She wears a comfortable cream-colored sweater, and as she speaks, her body sways gently and rhythmically, conveying a sense of confidence and ease. Beside her are two men actively engaged in the discussion. The man to her right, clean-shaven with short brown hair, gestures with an open palm as he speaks, while the man to her left, with a light beard and wearing a dark gray hoodie, nods in agreement. In a brief, almost synchronized movement, both men momentarily turn their heads to look straight ahead, away from the group, before quickly turning back to reengage the women. The scene unfolds in a bright, modern, open-plan office. Against a soft-focus background, a group of people mill about, some carrying laptops while others chat, creating a lively yet unobtrusive atmosphere. The entire set is bathed in bright, diffused natural light, creating a clean, high-key look with warm tones that foster a collaborative, energetic, and positive atmosphere.", + "seed": 30225, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_0/index_4150_seed_30225_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04083827063441277, + "vlm_logprob": -0.04083827063441277, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.04083827063441277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1490427553653717 + ], + "opposite_logprob_tokens": [ + -2.149042844772339 + ], + "logprob_reward": -0.1490427553653717, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1490427553653717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1115434467792511, + 0.05936378613114357, + 0.02820288948714733, + 0.31011736392974854, + 0.026331447064876556, + 0.04342608526349068, + 0.08759278804063797, + 0.2877395749092102, + 0.021311653777956963, + 0.024371078237891197 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.1490427553653717 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036467495374381542 + ], + "opposite_logprob_tokens": [ + -5.6286468505859375 + ], + "logprob_reward": -0.0036467495374381542, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036467495374381542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17859776318073273, + 0.1184823215007782, + 0.07348029315471649, + 0.22379182279109955, + 0.0590471550822258, + 0.036544349044561386, + 0.08644270151853561, + 0.1265690177679062, + 0.04132048040628433, + 0.05572411045432091 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.0036467495374381542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810246288776398 + ], + "opposite_logprob_tokens": [ + -3.288102388381958 + ], + "logprob_reward": -0.03810246288776398, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810246288776398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05055294185876846, + 0.04525158554315567, + 0.06371776759624481, + 0.16692525148391724, + 0.035868048667907715, + 0.020888321101665497, + 0.014130238443613052, + 0.2972835302352905, + 0.13713735342025757, + 0.16824503242969513 + ], + "top_frames": [ + 7, + 9, + 3 + ], + "selected_reward": -0.03810246288776398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785893373191357 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.009785893373191357, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785893373191357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22371307015419006, + 0.06577219069004059, + 0.06484915316104889, + 0.18979650735855103, + 0.03289555385708809, + 0.03450712934136391, + 0.07072125375270844, + 0.08704117685556412, + 0.05999184399843216, + 0.1707121729850769 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.009785893373191357 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036134920082986355 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.0036134920082986355, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036134920082986355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22950930893421173, + 0.04471996799111366, + 0.058797527104616165, + 0.2140164077281952, + 0.02833576314151287, + 0.02661968767642975, + 0.061318255960941315, + 0.1816868782043457, + 0.09393615275621414, + 0.06106003373861313 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.0036134920082986355 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, taken at eye level, captures a dynamic trio engaged in an animated conversation. In the center, a woman with long, wavy blond hair speaks energetically, her head moving fluidly from side to side to make eye contact with her companions. She wears a comfortable cream-colored sweater, and as she speaks, her body sways gently and rhythmically, conveying a sense of confidence and ease. Beside her are two men actively engaged in the discussion. The man to her right, clean-shaven with short brown hair, gestures with an open palm as he speaks, while the man to her left, with a light beard and wearing a dark gray hoodie, nods in agreement. In a brief, almost synchronized movement, both men momentarily turn their heads to look straight ahead, away from the group, before quickly turning back to reengage the women. The scene unfolds in a bright, modern, open-plan office. Against a soft-focus background, a group of people mill about, some carrying laptops while others chat, creating a lively yet unobtrusive atmosphere. The entire set is bathed in bright, diffused natural light, creating a clean, high-key look with warm tones that foster a collaborative, energetic, and positive atmosphere.", + "seed": 30226, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_0/index_4150_seed_30226_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019909292971715332, + "vlm_logprob": -0.019909292971715332, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.019909292971715332, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05697425827383995 + ], + "opposite_logprob_tokens": [ + -3.181974172592163 + ], + "logprob_reward": -0.05697425827383995, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.05697425827383995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10743875801563263, + 0.17230433225631714, + 0.15536974370479584, + 0.04871516674757004, + 0.1081470400094986, + 0.10164380818605423, + 0.1376495212316513, + 0.04906400665640831, + 0.04251943528652191, + 0.0771481990814209 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.05697425827383995 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028386320918798447 + ], + "opposite_logprob_tokens": [ + -5.877838611602783 + ], + "logprob_reward": -0.0028386320918798447, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028386320918798447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21439141035079956, + 0.2762628495693207, + 0.08350738883018494, + 0.0459882952272892, + 0.04934994876384735, + 0.07379280775785446, + 0.12363426387310028, + 0.03268701583147049, + 0.04837498441338539, + 0.05201109126210213 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0028386320918798447 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343291625380516 + ], + "opposite_logprob_tokens": [ + -3.65134334564209 + ], + "logprob_reward": -0.026343291625380516, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343291625380516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18799805641174316, + 0.10725519061088562, + 0.054871127009391785, + 0.08238149434328079, + 0.16225546598434448, + 0.08323028683662415, + 0.16362348198890686, + 0.03695445880293846, + 0.047638148069381714, + 0.07379224896430969 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.026343291625380516 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778928942978382 + ], + "opposite_logprob_tokens": [ + -4.63477897644043 + ], + "logprob_reward": -0.009778928942978382, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778928942978382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25764569640159607, + 0.2519702613353729, + 0.11918953061103821, + 0.029459387063980103, + 0.08360623568296432, + 0.05401816591620445, + 0.08289273083209991, + 0.025757208466529846, + 0.034165360033512115, + 0.06129542738199234 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009778928942978382 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot taken at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a woman with long wavy blond hair wearing a cream-colored sweater visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do two men flank the woman, one with short brown hair and one with a light beard wearing a dark gray hoodie?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a bright modern open-plan office with a soft-focus background of people milling about?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene bathed in bright diffused natural light creating a clean high-key look with warm tones?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003611353924497962 + ], + "opposite_logprob_tokens": [ + -5.6286115646362305 + ], + "logprob_reward": -0.003611353924497962, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003611353924497962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2221042513847351, + 0.21365877985954285, + 0.10170316696166992, + 0.04073217138648033, + 0.04151111841201782, + 0.04506596550345421, + 0.14684566855430603, + 0.0387728288769722, + 0.060019560158252716, + 0.08958655595779419 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.003611353924497962 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_1/index_tensor([5336, 5336])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_1/index_tensor([5336, 5336])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..38a0d1bb04e54b36996f9eaa6d32754453b829c4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_1/index_tensor([5336, 5336])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a fixed, slightly high-angle medium shot, the camera observes a Giger-esque biomechanical console, its surface a nightmarish fusion of polished black metal that seems to radiate an oily sheen and ivory-colored, carapace-like bones. The console's form is a disturbingly organic form, curved around by ribbed, vertebral structures. Embedded within this visceral architecture is a topographical map, a relief landscape rendered from fused fossilized bones and dark, pitted metal, with jagged skeletal ridges casting long shadows across deep metallic crevices. Across this alien terrain, several atmospheric energy hotspots glow a malevolent crimson, pulsing slowly and rhythmically like a visceral alien heartbeat. Floating above this unsettling landscape, ghostly, muscular tendrils of aurora borealis—a blend of ethereal blue and sickly green—squirm, shift, curl, and unfurl like ghostly serpents. These ethereal forms undulate with a fluid, organic grace, their slow twitches imagining an impending electrical storm in a deeply unsettling way, blurring the line between technology and living tissue and creating an ominous and tense atmosphere within the dimly lit, cavernous space.", + "seed": 29243, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_1/index_5336_seed_29243_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07304989621043205, + "vlm_logprob": -0.07304989621043205, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07304989621043205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020899901166558266 + ], + "opposite_logprob_tokens": [ + -4.270899772644043 + ], + "logprob_reward": -0.020899901166558266, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.020899901166558266, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12896493077278137, + 0.06931523233652115, + 0.17217382788658142, + 0.09929352253675461, + 0.07723838835954666, + 0.08263689279556274, + 0.16842913627624512, + 0.05163562297821045, + 0.05387322977185249, + 0.09643921256065369 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.020899901166558266 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018213175237178802 + ], + "opposite_logprob_tokens": [ + -4.018213272094727 + ], + "logprob_reward": -0.018213175237178802, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018213175237178802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18899744749069214, + 0.06520090252161026, + 0.2095078080892563, + 0.05819479376077652, + 0.11959625035524368, + 0.0698932558298111, + 0.04326307773590088, + 0.06321918219327927, + 0.0679088830947876, + 0.11421836167573929 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.018213175237178802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083347722887993 + ], + "opposite_logprob_tokens": [ + -4.511083126068115 + ], + "logprob_reward": -0.011083347722887993, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083347722887993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21499541401863098, + 0.05510171875357628, + 0.25421321392059326, + 0.06494339555501938, + 0.0971200093626976, + 0.05399476736783981, + 0.033802956342697144, + 0.04981118068099022, + 0.09058593958616257, + 0.08543147891759872 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.011083347722887993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813486158847809 + ], + "opposite_logprob_tokens": [ + -1.4063485860824585 + ], + "logprob_reward": -0.2813486158847809, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813486158847809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3668299913406372, + 0.10115596652030945, + 0.2993244528770447, + 0.0496186837553978, + 0.06568040698766708, + 0.013503574766218662, + 0.02833356335759163, + 0.02778366580605507, + 0.028589680790901184, + 0.01918008178472519 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.2813486158847809 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370444104075432 + ], + "opposite_logprob_tokens": [ + -3.4087045192718506 + ], + "logprob_reward": -0.03370444104075432, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370444104075432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1711905151605606, + 0.047941822558641434, + 0.1398380547761917, + 0.07415248453617096, + 0.1469287872314453, + 0.03960123285651207, + 0.07102490961551666, + 0.06659909337759018, + 0.17282404005527496, + 0.0698990449309349 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.03370444104075432 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a fixed, slightly high-angle medium shot, the camera observes a Giger-esque biomechanical console, its surface a nightmarish fusion of polished black metal that seems to radiate an oily sheen and ivory-colored, carapace-like bones. The console's form is a disturbingly organic form, curved around by ribbed, vertebral structures. Embedded within this visceral architecture is a topographical map, a relief landscape rendered from fused fossilized bones and dark, pitted metal, with jagged skeletal ridges casting long shadows across deep metallic crevices. Across this alien terrain, several atmospheric energy hotspots glow a malevolent crimson, pulsing slowly and rhythmically like a visceral alien heartbeat. Floating above this unsettling landscape, ghostly, muscular tendrils of aurora borealis—a blend of ethereal blue and sickly green—squirm, shift, curl, and unfurl like ghostly serpents. These ethereal forms undulate with a fluid, organic grace, their slow twitches imagining an impending electrical storm in a deeply unsettling way, blurring the line between technology and living tissue and creating an ominous and tense atmosphere within the dimly lit, cavernous space.", + "seed": 29244, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_1/index_5336_seed_29244_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03237839862704277, + "vlm_logprob": -0.03237839862704277, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.03237839862704277, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015717435628175735 + ], + "opposite_logprob_tokens": [ + -4.515717506408691 + ], + "logprob_reward": -0.015717435628175735, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.015717435628175735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36854028701782227, + 0.09753517806529999, + 0.0715663954615593, + 0.07186403125524521, + 0.02717282809317112, + 0.03753048926591873, + 0.03693874552845955, + 0.02895103394985199, + 0.03813555836677551, + 0.2217654287815094 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.015717435628175735 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009795809164643288 + ], + "opposite_logprob_tokens": [ + -4.634795665740967 + ], + "logprob_reward": -0.009795809164643288, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009795809164643288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2807253301143646, + 0.1350870430469513, + 0.14372706413269043, + 0.04200229421257973, + 0.06209202855825424, + 0.045866355299949646, + 0.07637419551610947, + 0.04097631201148033, + 0.05667936056852341, + 0.11647003889083862 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.009795809164643288 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43100979924201965, + 0.07712940871715546, + 0.0933162271976471, + 0.025062883272767067, + 0.05109589919447899, + 0.06113208085298538, + 0.029343590140342712, + 0.032108936458826065, + 0.027450846508145332, + 0.17235030233860016 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.005253676325082779 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294490844011307 + ], + "opposite_logprob_tokens": [ + -2.2379448413848877 + ], + "logprob_reward": -0.11294490844011307, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294490844011307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5149871706962585, + 0.05654017627239227, + 0.10879631340503693, + 0.022855058312416077, + 0.033341921865940094, + 0.09916035830974579, + 0.039433468133211136, + 0.025081615895032883, + 0.019036157056689262, + 0.08076774328947067 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.11294490844011307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018180163577198982 + ], + "opposite_logprob_tokens": [ + -4.0181803703308105 + ], + "logprob_reward": -0.018180163577198982, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018180163577198982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39500880241394043, + 0.064420685172081, + 0.07006663084030151, + 0.05007736757397652, + 0.08766467869281769, + 0.05605865269899368, + 0.08925145864486694, + 0.05880170315504074, + 0.03718388080596924, + 0.09146609157323837 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.018180163577198982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a fixed, slightly high-angle medium shot, the camera observes a Giger-esque biomechanical console, its surface a nightmarish fusion of polished black metal that seems to radiate an oily sheen and ivory-colored, carapace-like bones. The console's form is a disturbingly organic form, curved around by ribbed, vertebral structures. Embedded within this visceral architecture is a topographical map, a relief landscape rendered from fused fossilized bones and dark, pitted metal, with jagged skeletal ridges casting long shadows across deep metallic crevices. Across this alien terrain, several atmospheric energy hotspots glow a malevolent crimson, pulsing slowly and rhythmically like a visceral alien heartbeat. Floating above this unsettling landscape, ghostly, muscular tendrils of aurora borealis—a blend of ethereal blue and sickly green—squirm, shift, curl, and unfurl like ghostly serpents. These ethereal forms undulate with a fluid, organic grace, their slow twitches imagining an impending electrical storm in a deeply unsettling way, blurring the line between technology and living tissue and creating an ominous and tense atmosphere within the dimly lit, cavernous space.", + "seed": 29245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_1/index_5336_seed_29245_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012197030056267977, + "vlm_logprob": -0.012197030056267977, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.012197030056267977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015017899684607983 + ], + "opposite_logprob_tokens": [ + -4.640017986297607 + ], + "logprob_reward": -0.015017899684607983, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.015017899684607983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.155391663312912, + 0.1370341032743454, + 0.07245920598506927, + 0.0418936051428318, + 0.03763256594538689, + 0.06553124636411667, + 0.08303485065698624, + 0.07909862697124481, + 0.118956059217453, + 0.20896804332733154 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.015017899684607983 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018202640116214752 + ], + "opposite_logprob_tokens": [ + -4.018202781677246 + ], + "logprob_reward": -0.018202640116214752, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018202640116214752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1421196609735489, + 0.10779105126857758, + 0.08981651067733765, + 0.05680486559867859, + 0.0638742595911026, + 0.1260690838098526, + 0.10694407671689987, + 0.0597291961312294, + 0.08122697472572327, + 0.16562427580356598 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.018202640116214752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631551939994097 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631551939994097, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631551939994097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19215668737888336, + 0.11039169132709503, + 0.11449924111366272, + 0.0738440677523613, + 0.08198840171098709, + 0.07796861976385117, + 0.03344390541315079, + 0.05920734256505966, + 0.09588263928890228, + 0.16061736643314362 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.007631551939994097 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947748199105263 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947748199105263, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947748199105263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15239344537258148, + 0.22756312787532806, + 0.1225820779800415, + 0.04360317811369896, + 0.08511727303266525, + 0.12011759728193283, + 0.045175883919000626, + 0.05174427852034569, + 0.07297689467668533, + 0.07872624695301056 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.005947748199105263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418531034141779 + ], + "opposite_logprob_tokens": [ + -4.264185428619385 + ], + "logprob_reward": -0.01418531034141779, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418531034141779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17172561585903168, + 0.06416899710893631, + 0.11982812732458115, + 0.0858231633901596, + 0.05058811232447624, + 0.03883592039346695, + 0.2607983648777008, + 0.07910243421792984, + 0.07330065220594406, + 0.05582858994603157 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.01418531034141779 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a fixed, slightly high-angle medium shot, the camera observes a Giger-esque biomechanical console, its surface a nightmarish fusion of polished black metal that seems to radiate an oily sheen and ivory-colored, carapace-like bones. The console's form is a disturbingly organic form, curved around by ribbed, vertebral structures. Embedded within this visceral architecture is a topographical map, a relief landscape rendered from fused fossilized bones and dark, pitted metal, with jagged skeletal ridges casting long shadows across deep metallic crevices. Across this alien terrain, several atmospheric energy hotspots glow a malevolent crimson, pulsing slowly and rhythmically like a visceral alien heartbeat. Floating above this unsettling landscape, ghostly, muscular tendrils of aurora borealis—a blend of ethereal blue and sickly green—squirm, shift, curl, and unfurl like ghostly serpents. These ethereal forms undulate with a fluid, organic grace, their slow twitches imagining an impending electrical storm in a deeply unsettling way, blurring the line between technology and living tissue and creating an ominous and tense atmosphere within the dimly lit, cavernous space.", + "seed": 29246, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_1/index_5336_seed_29246_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02542009074240923, + "vlm_logprob": -0.02542009074240923, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.02542009074240923, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030934752896428108 + ], + "opposite_logprob_tokens": [ + -3.6559348106384277 + ], + "logprob_reward": -0.030934752896428108, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.030934752896428108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4255920648574829, + 0.14171110093593597, + 0.21330247819423676, + 0.01887902431190014, + 0.05626785755157471, + 0.03768126666545868, + 0.041572652757167816, + 0.02097836323082447, + 0.020037434995174408, + 0.02397773042321205 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.030934752896428108 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023303797468543053 + ], + "opposite_logprob_tokens": [ + -3.773303747177124 + ], + "logprob_reward": -0.023303797468543053, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023303797468543053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36020734906196594, + 0.04316015914082527, + 0.32507792115211487, + 0.01754588447511196, + 0.05005216225981712, + 0.03527003899216652, + 0.04637197405099869, + 0.06571463495492935, + 0.024107078090310097, + 0.03249283507466316 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.023303797468543053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196357689797878 + ], + "opposite_logprob_tokens": [ + -4.264196395874023 + ], + "logprob_reward": -0.014196357689797878, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196357689797878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2947883605957031, + 0.04038311168551445, + 0.39086630940437317, + 0.014771751128137112, + 0.039323221892118454, + 0.08644819259643555, + 0.038089219480752945, + 0.051730941981077194, + 0.018848048523068428, + 0.024750808253884315 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.014196357689797878 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020578688010573387 + ], + "opposite_logprob_tokens": [ + -3.895578622817993 + ], + "logprob_reward": -0.020578688010573387, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020578688010573387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13683964312076569, + 0.055236779153347015, + 0.3836801052093506, + 0.0924408808350563, + 0.03857710212469101, + 0.034311458468437195, + 0.15331918001174927, + 0.073781318962574, + 0.01666424609720707, + 0.015149283222854137 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.020578688010573387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a fixed, slightly high-angle medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the console surface a fusion of polished black metal with an oily sheen and ivory-colored carapace-like bones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a topographical map embedded in the console made of fused fossilized bones and dark, pitted metal with jagged skeletal ridges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do atmospheric energy hotspots glow a malevolent crimson and pulse slowly and rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do ghostly, muscular tendrils of aurora borealis (ethereal blue and sickly green) float above the landscape and squirm like serpents?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808685764670372 + ], + "opposite_logprob_tokens": [ + -3.2880868911743164 + ], + "logprob_reward": -0.03808685764670372, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808685764670372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18347522616386414, + 0.02849559672176838, + 0.2876339554786682, + 0.19538702070713043, + 0.02131180837750435, + 0.05257588252425194, + 0.11539183557033539, + 0.08776230365037918, + 0.015497135929763317, + 0.012469246052205563 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.03808685764670372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_10/index_tensor([6010, 6010])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_10/index_tensor([6010, 6010])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..35da7a8d50697057e4920746b6cb97509ef1955d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_10/index_tensor([6010, 6010])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle tracking shot, captured in ultra-slow motion, follows a sleek, metallic red sports car as it glides along, overtaking other vehicles at high speed on rain-soaked city streets at night. The camera remains locked on the sports car, emphasizing its aerodynamic curves and the sheen of its paint, which reflects the blurred, multi-colored neon lights of the city background. As the car decisively passes a nondescript, dark-colored sedan, its wide, low-profile tires violently slice through the puddle on the asphalt. The action sends a spectacular, sculptural plume of water spray into the air, each droplet catching the glow of the car's sharp LED headlights and the red glow of another car's taillights. The entire scene is a ballet of controlled force, the slow-motion effect allowing the viewer to appreciate the intricate dance of water, light, and speed, creating an intense and exhilarating atmosphere of pure cinematic adrenaline.", + "seed": 288, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_10/index_6010_seed_288_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01963909063488245, + "vlm_logprob": -0.01963909063488245, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.01963909063488245, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00580956507474184 + ], + "opposite_logprob_tokens": [ + -5.255809783935547 + ], + "logprob_reward": -0.00580956507474184, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00580956507474184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44800350069999695, + 0.09790507704019547, + 0.03737352415919304, + 0.07381480187177658, + 0.07599063962697983, + 0.06656847894191742, + 0.030284440144896507, + 0.0454462431371212, + 0.04255744814872742, + 0.08205582201480865 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.00580956507474184 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104048945009708 + ], + "opposite_logprob_tokens": [ + -5.504104137420654 + ], + "logprob_reward": -0.004104048945009708, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104048945009708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36034345626831055, + 0.06177116930484772, + 0.10627300292253494, + 0.05685706436634064, + 0.0936863124370575, + 0.06293575465679169, + 0.0404139906167984, + 0.1032371073961258, + 0.05152337998151779, + 0.06295878440141678 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.004104048945009708 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002059370279312 + ], + "opposite_logprob_tokens": [ + -2.6950206756591797 + ], + "logprob_reward": -0.07002059370279312, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002059370279312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19161927700042725, + 0.18076510727405548, + 0.053794171661138535, + 0.0753018707036972, + 0.1470322161912918, + 0.08212034404277802, + 0.03538191691040993, + 0.10915300250053406, + 0.027140432968735695, + 0.09769164025783539 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.07002059370279312 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196044661104679 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002196044661104679, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196044661104679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26406538486480713, + 0.056213993579149246, + 0.0707678273320198, + 0.045621562749147415, + 0.05322108790278435, + 0.09298942983150482, + 0.06499046087265015, + 0.21425774693489075, + 0.05213448405265808, + 0.08573801070451736 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.002196044661104679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160652007907629 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.0160652007907629, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160652007907629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09853430837392807, + 0.2551116943359375, + 0.07595732808113098, + 0.059891343116760254, + 0.09744036197662354, + 0.036818407475948334, + 0.10897117853164673, + 0.15792487561702728, + 0.04862947762012482, + 0.060721054673194885 + ], + "top_frames": [ + 1, + 7, + 6 + ], + "selected_reward": -0.0160652007907629 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot, captured in ultra-slow motion, follows a sleek, metallic red sports car as it glides along, overtaking other vehicles at high speed on rain-soaked city streets at night. The camera remains locked on the sports car, emphasizing its aerodynamic curves and the sheen of its paint, which reflects the blurred, multi-colored neon lights of the city background. As the car decisively passes a nondescript, dark-colored sedan, its wide, low-profile tires violently slice through the puddle on the asphalt. The action sends a spectacular, sculptural plume of water spray into the air, each droplet catching the glow of the car's sharp LED headlights and the red glow of another car's taillights. The entire scene is a ballet of controlled force, the slow-motion effect allowing the viewer to appreciate the intricate dance of water, light, and speed, creating an intense and exhilarating atmosphere of pure cinematic adrenaline.", + "seed": 289, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_10/index_6010_seed_289_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030017714109271766, + "vlm_logprob": -0.030017714109271766, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.030017714109271766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0026572179049253464 + ], + "opposite_logprob_tokens": [ + -6.252657413482666 + ], + "logprob_reward": -0.0026572179049253464, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0026572179049253464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12001868337392807, + 0.043539851903915405, + 0.06600938737392426, + 0.09423760324716568, + 0.048092715442180634, + 0.09329471737146378, + 0.10064025223255157, + 0.06948533654212952, + 0.05589098483324051, + 0.3087904751300812 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0026572179049253464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005266127642244101 + ], + "opposite_logprob_tokens": [ + -5.255266189575195 + ], + "logprob_reward": -0.005266127642244101, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005266127642244101, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02592349797487259, + 0.03703666478395462, + 0.016204675659537315, + 0.020699525251984596, + 0.02091984637081623, + 0.025690268725156784, + 0.01239003986120224, + 0.022547587752342224, + 0.016815360635519028, + 0.8017725348472595 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.005266127642244101 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294043809175491 + ], + "opposite_logprob_tokens": [ + -2.237940549850464 + ], + "logprob_reward": -0.11294043809175491, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294043809175491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08064114302396774, + 0.06859428435564041, + 0.0757610946893692, + 0.056035224348306656, + 0.025117123499512672, + 0.1165042370557785, + 0.13499712944030762, + 0.11145532131195068, + 0.07686036825180054, + 0.2540341317653656 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.11294043809175491 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638158440589905 + ], + "opposite_logprob_tokens": [ + -4.758638381958008 + ], + "logprob_reward": -0.008638158440589905, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638158440589905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07686413079500198, + 0.016031760722398758, + 0.04265635460615158, + 0.03976800665259361, + 0.03775541111826897, + 0.017539776861667633, + 0.021695317700505257, + 0.0595768541097641, + 0.08957906067371368, + 0.5985332727432251 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.008638158440589905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058662846684456 + ], + "opposite_logprob_tokens": [ + -3.8955867290496826 + ], + "logprob_reward": -0.02058662846684456, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058662846684456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07545571029186249, + 0.02676522359251976, + 0.03725487366318703, + 0.02269820123910904, + 0.04765346273779869, + 0.023979537189006805, + 0.04497133940458298, + 0.049414753913879395, + 0.017673438414931297, + 0.6541334390640259 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.02058662846684456 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot, captured in ultra-slow motion, follows a sleek, metallic red sports car as it glides along, overtaking other vehicles at high speed on rain-soaked city streets at night. The camera remains locked on the sports car, emphasizing its aerodynamic curves and the sheen of its paint, which reflects the blurred, multi-colored neon lights of the city background. As the car decisively passes a nondescript, dark-colored sedan, its wide, low-profile tires violently slice through the puddle on the asphalt. The action sends a spectacular, sculptural plume of water spray into the air, each droplet catching the glow of the car's sharp LED headlights and the red glow of another car's taillights. The entire scene is a ballet of controlled force, the slow-motion effect allowing the viewer to appreciate the intricate dance of water, light, and speed, creating an intense and exhilarating atmosphere of pure cinematic adrenaline.", + "seed": 290, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_10/index_6010_seed_290_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.030574765894562005, + "vlm_logprob": -0.030574765894562005, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.030574765894562005, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007288888096809387 + ], + "opposite_logprob_tokens": [ + -5.132288932800293 + ], + "logprob_reward": -0.007288888096809387, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007288888096809387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13956144452095032, + 0.10794535279273987, + 0.07238058000802994, + 0.11715846508741379, + 0.15805497765541077, + 0.1172339990735054, + 0.04703536629676819, + 0.10867246985435486, + 0.050605688244104385, + 0.0813516303896904 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.007288888096809387 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00283316383138299 + ], + "opposite_logprob_tokens": [ + -5.877833366394043 + ], + "logprob_reward": -0.00283316383138299, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00283316383138299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21988415718078613, + 0.09484636038541794, + 0.07733909040689468, + 0.16339285671710968, + 0.0647583082318306, + 0.08245404064655304, + 0.05644391104578972, + 0.04112345352768898, + 0.1090160608291626, + 0.09074179828166962 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.00283316383138299 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033037513494492 + ], + "opposite_logprob_tokens": [ + -2.350330352783203 + ], + "logprob_reward": -0.10033037513494492, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033037513494492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1291975975036621, + 0.0879078134894371, + 0.057801347225904465, + 0.09407974779605865, + 0.08335205167531967, + 0.08663938194513321, + 0.2821405529975891, + 0.06866256147623062, + 0.07103115320205688, + 0.03918779268860817 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.10033037513494492 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606742851436138 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.01606742851436138, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606742851436138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15639103949069977, + 0.0570523627102375, + 0.07657124847173691, + 0.07368515431880951, + 0.11921663582324982, + 0.12931430339813232, + 0.13911475241184235, + 0.03957948461174965, + 0.05461908131837845, + 0.15445594489574432 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.01606742851436138 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353973895311356 + ], + "opposite_logprob_tokens": [ + -3.6513540744781494 + ], + "logprob_reward": -0.026353973895311356, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353973895311356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12537094950675964, + 0.06342880427837372, + 0.03710908815264702, + 0.10123082995414734, + 0.10742861032485962, + 0.17289860546588898, + 0.17115402221679688, + 0.07947297394275665, + 0.042944688349962234, + 0.09896138310432434 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.026353973895311356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot, captured in ultra-slow motion, follows a sleek, metallic red sports car as it glides along, overtaking other vehicles at high speed on rain-soaked city streets at night. The camera remains locked on the sports car, emphasizing its aerodynamic curves and the sheen of its paint, which reflects the blurred, multi-colored neon lights of the city background. As the car decisively passes a nondescript, dark-colored sedan, its wide, low-profile tires violently slice through the puddle on the asphalt. The action sends a spectacular, sculptural plume of water spray into the air, each droplet catching the glow of the car's sharp LED headlights and the red glow of another car's taillights. The entire scene is a ballet of controlled force, the slow-motion effect allowing the viewer to appreciate the intricate dance of water, light, and speed, creating an intense and exhilarating atmosphere of pure cinematic adrenaline.", + "seed": 291, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_10/index_6010_seed_291_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019225723389536143, + "vlm_logprob": -0.019225723389536143, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.019225723389536143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003629883285611868 + ], + "opposite_logprob_tokens": [ + -5.878629684448242 + ], + "logprob_reward": -0.003629883285611868, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003629883285611868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06052396446466446, + 0.03909909725189209, + 0.09550214558839798, + 0.0843183770775795, + 0.08885672688484192, + 0.1170334443449974, + 0.0596013069152832, + 0.06560678780078888, + 0.23735861480236053, + 0.152099609375 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.003629883285611868 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956754554063082 + ], + "opposite_logprob_tokens": [ + -5.130956649780273 + ], + "logprob_reward": -0.005956754554063082, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956754554063082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08582495152950287, + 0.09977497160434723, + 0.06998852640390396, + 0.03234637901186943, + 0.14833086729049683, + 0.041990455240011215, + 0.03500775620341301, + 0.03243536129593849, + 0.10548467189073563, + 0.3488161265850067 + ], + "top_frames": [ + 9, + 4, + 8 + ], + "selected_reward": -0.005956754554063082 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494752526283264 + ], + "opposite_logprob_tokens": [ + -2.9299476146698 + ], + "logprob_reward": -0.05494752526283264, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494752526283264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06355886161327362, + 0.05582665279507637, + 0.168374702334404, + 0.028214624151587486, + 0.1931525468826294, + 0.07321102172136307, + 0.0665479376912117, + 0.10195638984441757, + 0.12077713757753372, + 0.1283801645040512 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.05494752526283264 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249999929219484 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249999929219484, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249999929219484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047163158655166626, + 0.02362731844186783, + 0.04503471031785011, + 0.030256086960434914, + 0.09211961925029755, + 0.03247712925076485, + 0.03567345440387726, + 0.06966561079025269, + 0.3215784430503845, + 0.3024044930934906 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.005249999929219484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, metallic red sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on rain-soaked city streets at night with blurred multi-colored neon lights in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car shown overtaking other vehicles at high speed, specifically passing a dark-colored sedan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the car's tires slice through a puddle, creating a visible plume of water spray illuminated by headlights and taillights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a low-angle tracking shot captured in ultra-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344453915953636 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.026344453915953636, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344453915953636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09055284410715103, + 0.03858056291937828, + 0.04555323347449303, + 0.039209265261888504, + 0.2754848897457123, + 0.032083816826343536, + 0.05468141660094261, + 0.15616388618946075, + 0.13709570467472076, + 0.13059434294700623 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.026344453915953636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_11/index_tensor([5259, 5259])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_11/index_tensor([5259, 5259])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6af28ad6c4ead724506b034d0810817d006d431d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_11/index_tensor([5259, 5259])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.", + "seed": 2696, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_11/index_5259_seed_2696_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09690974652767181, + "vlm_logprob": -0.09690974652767181, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.09690974652767181, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25427117943763733 + ], + "opposite_logprob_tokens": [ + -1.504271149635315 + ], + "logprob_reward": -0.25427117943763733, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25427117943763733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42992717027664185, + 0.13845142722129822, + 0.03718557953834534, + 0.07663404196500778, + 0.09219450503587723, + 0.04996083304286003, + 0.060827407985925674, + 0.028966223821043968, + 0.040962062776088715, + 0.04489080235362053 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.25427117943763733 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014233025722205639 + ], + "opposite_logprob_tokens": [ + -4.264233112335205 + ], + "logprob_reward": -0.014233025722205639, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014233025722205639, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3883940279483795, + 0.10266602784395218, + 0.04081106185913086, + 0.07594197243452072, + 0.06142745167016983, + 0.03670665621757507, + 0.04908660054206848, + 0.03349151834845543, + 0.1030900776386261, + 0.10838466137647629 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.014233025722205639 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309651255607605 + ], + "opposite_logprob_tokens": [ + -3.1680965423583984 + ], + "logprob_reward": -0.04309651255607605, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309651255607605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35843491554260254, + 0.06897959113121033, + 0.03621969744563103, + 0.0571989007294178, + 0.06237327679991722, + 0.029281901195645332, + 0.0353570319712162, + 0.06555049866437912, + 0.14423835277557373, + 0.14236582815647125 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.04309651255607605 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541827745735645 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541827745735645, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541827745735645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14221012592315674, + 0.13584479689598083, + 0.04958876967430115, + 0.04026978090405464, + 0.04258625581860542, + 0.06088217720389366, + 0.10374630242586136, + 0.060627687722444534, + 0.2791878283023834, + 0.08505631238222122 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.012541827745735645 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1604061871767044 + ], + "opposite_logprob_tokens": [ + -1.910406231880188 + ], + "logprob_reward": -0.1604061871767044, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1604061871767044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25569260120391846, + 0.054287757724523544, + 0.04019823297858238, + 0.054751500487327576, + 0.04013362154364586, + 0.041851647198200226, + 0.04303468391299248, + 0.1462474763393402, + 0.28059619665145874, + 0.043206289410591125 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.1604061871767044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.", + "seed": 2697, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_11/index_5259_seed_2697_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1008841966278851, + "vlm_logprob": -0.1008841966278851, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.1008841966278851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38904449343681335 + ], + "opposite_logprob_tokens": [ + -1.1390445232391357 + ], + "logprob_reward": -0.38904449343681335, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38904449343681335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13378998637199402, + 0.10359136015176773, + 0.12406761199235916, + 0.04810268059372902, + 0.47385120391845703, + 0.04310217499732971, + 0.021131698042154312, + 0.010968957096338272, + 0.02196354605257511, + 0.01943076215684414 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.38904449343681335 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011108694598078728 + ], + "opposite_logprob_tokens": [ + -4.511108875274658 + ], + "logprob_reward": -0.011108694598078728, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011108694598078728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2154717594385147, + 0.05844331160187721, + 0.1963600218296051, + 0.07314827293157578, + 0.290111780166626, + 0.050419628620147705, + 0.036003198474645615, + 0.024615205824375153, + 0.01015021838247776, + 0.04527655988931656 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.011108694598078728 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038121629506349564 + ], + "opposite_logprob_tokens": [ + -3.2881217002868652 + ], + "logprob_reward": -0.038121629506349564, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038121629506349564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09665252268314362, + 0.04252738878130913, + 0.2629040479660034, + 0.04372704401612282, + 0.31686973571777344, + 0.06053655967116356, + 0.062251925468444824, + 0.028582466766238213, + 0.04169831797480583, + 0.04424998164176941 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.038121629506349564 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095975775271654 + ], + "opposite_logprob_tokens": [ + -5.504096031188965 + ], + "logprob_reward": -0.004095975775271654, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095975775271654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07424846291542053, + 0.07433414459228516, + 0.18062348663806915, + 0.08053968101739883, + 0.38455644249916077, + 0.04027972370386124, + 0.09176799654960632, + 0.02671671286225319, + 0.02036568522453308, + 0.02656768076121807 + ], + "top_frames": [ + 4, + 2, + 6 + ], + "selected_reward": -0.004095975775271654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062050189822912216 + ], + "opposite_logprob_tokens": [ + -2.8120501041412354 + ], + "logprob_reward": -0.062050189822912216, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062050189822912216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061183199286460876, + 0.18910937011241913, + 0.277689129114151, + 0.05240985006093979, + 0.161105677485466, + 0.07172475755214691, + 0.11212483048439026, + 0.02489691972732544, + 0.022812487557530403, + 0.02694382704794407 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.062050189822912216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.", + "seed": 2698, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_11/index_5259_seed_2698_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14744836315512658, + "vlm_logprob": -0.14744836315512658, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.14744836315512658, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2539820671081543 + ], + "opposite_logprob_tokens": [ + -1.5039820671081543 + ], + "logprob_reward": -0.2539820671081543, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2539820671081543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2353488951921463, + 0.04513940215110779, + 0.036403778940439224, + 0.10841678082942963, + 0.09760144352912903, + 0.10980224609375, + 0.10092630982398987, + 0.1307363063097, + 0.0983012318611145, + 0.03732360526919365 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.2539820671081543 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008161395788193 + ], + "opposite_logprob_tokens": [ + -2.6950817108154297 + ], + "logprob_reward": -0.07008161395788193, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008161395788193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1495000123977661, + 0.049521367996931076, + 0.047351475805044174, + 0.06126055866479874, + 0.22827370464801788, + 0.19300049543380737, + 0.0821552649140358, + 0.036316823214292526, + 0.06912828981876373, + 0.08349204063415527 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.07008161395788193 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521454691886902 + ], + "opposite_logprob_tokens": [ + -1.502145528793335 + ], + "logprob_reward": -0.2521454691886902, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521454691886902, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17499412596225739, + 0.058084335178136826, + 0.05395705997943878, + 0.0770687684416771, + 0.20641367137432098, + 0.10042552649974823, + 0.11059702932834625, + 0.04947607219219208, + 0.09451216459274292, + 0.07447121292352676 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.2521454691886902 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192220479249954 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192220479249954, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018192220479249954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09162990748882294, + 0.04289853200316429, + 0.035359617322683334, + 0.0669950544834137, + 0.28550809621810913, + 0.10083826631307602, + 0.05792273208498955, + 0.047458793967962265, + 0.038906317204236984, + 0.2324826717376709 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.018192220479249954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428404450416565 + ], + "opposite_logprob_tokens": [ + -2.0178403854370117 + ], + "logprob_reward": -0.1428404450416565, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428404450416565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20280420780181885, + 0.05739295482635498, + 0.057796355336904526, + 0.08048456162214279, + 0.10058268904685974, + 0.0748569518327713, + 0.07474132627248764, + 0.13193003833293915, + 0.05071735754609108, + 0.16869358718395233 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.1428404450416565 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle lens slowly pans to the right, revealing a tranquil study imbued with classical oriental charm. Soft afternoon light filters through the carved, rice-paper panes of the wooden windows, casting mottled, elongated shadows on the dark wood floor and illuminating the fine dust suspended in the air. An ink landscape painting hangs on the wall, and wisps of smoke drift from an incense burner in the corner. The camera's focus finally settles on a heavy rosewood desk, upon which rests an ancient telegraph machine. Its dark, polished wood base and brass components bear a gentle patina of age and subtle scratches. Untouched by a human operator, its brass operating lever swings up and down in a steady, rhythmic, single-stroke motion. Each downward stroke creates a precise, crisp, \"tick-tock\" sound. This rhythmic sound resonates in the quaint, elegant air, as if stirring invisible ripples in the stillness of time. The entire scene, bathed in warm light and shadow, is imbued with a sense of concentration and mystery that transcends time and space.", + "seed": 2699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_11/index_5259_seed_2699_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08517901245504618, + "vlm_logprob": -0.08517901245504618, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.08517901245504618, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.256095290184021 + ], + "opposite_logprob_tokens": [ + -1.506095290184021 + ], + "logprob_reward": -0.256095290184021, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.256095290184021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12200354784727097, + 0.07875300943851471, + 0.4514714479446411, + 0.04248073697090149, + 0.06020895764231682, + 0.052540939301252365, + 0.05481892079114914, + 0.04663488268852234, + 0.052159931510686874, + 0.03892762213945389 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.256095290184021 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011103743687272072 + ], + "opposite_logprob_tokens": [ + -4.511103630065918 + ], + "logprob_reward": -0.011103743687272072, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011103743687272072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15575078129768372, + 0.08430013805627823, + 0.1286771148443222, + 0.052290745079517365, + 0.20355509221553802, + 0.1187383159995079, + 0.053285904228687286, + 0.05518283322453499, + 0.058401379734277725, + 0.08981774747371674 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.011103743687272072 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812931478023529 + ], + "opposite_logprob_tokens": [ + -3.2881293296813965 + ], + "logprob_reward": -0.03812931478023529, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812931478023529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16208218038082123, + 0.0738309770822525, + 0.05069546028971672, + 0.07073678076267242, + 0.11981628835201263, + 0.1018604040145874, + 0.12651072442531586, + 0.1761515587568283, + 0.042238399386405945, + 0.07607719302177429 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.03812931478023529 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04866475239396095, + 0.02236783504486084, + 0.12869732081890106, + 0.027208378538489342, + 0.42723017930984497, + 0.1011289581656456, + 0.06265515089035034, + 0.033209364861249924, + 0.027308085933327675, + 0.1215299591422081 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera start with a wide-angle view and slowly pan to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene a tranquil study featuring classical oriental charm with dark wood floors and carved rice-paper windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is an ink landscape painting visible on the wall and wisps of smoke drifting from an incense burner in the corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a heavy rosewood desk with an ancient telegraph machine (dark polished wood base and brass components) visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the brass operating lever of the telegraph machine swinging up and down in a steady, rhythmic, single-stroke motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11293788254261017 + ], + "opposite_logprob_tokens": [ + -2.2379379272460938 + ], + "logprob_reward": -0.11293788254261017, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11293788254261017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09854067862033844, + 0.030950535088777542, + 0.09287984669208527, + 0.049140457063913345, + 0.1853083223104477, + 0.11840493232011795, + 0.08631347119808197, + 0.06334017217159271, + 0.05509117618203163, + 0.22003038227558136 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.11293788254261017 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_12/index_tensor([4135, 4135])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_12/index_tensor([4135, 4135])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bf3160b5e14e1b346890087468c76497e1d5cf34 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_12/index_tensor([4135, 4135])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.", + "seed": 26284, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_12/index_4135_seed_26284_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3696064814925194, + "vlm_logprob": -0.3696064814925194, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.3696064814925194, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008062673732638359 + ], + "opposite_logprob_tokens": [ + -4.883062839508057 + ], + "logprob_reward": -0.008062673732638359, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008062673732638359, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037327732890844345, + 0.06435231119394302, + 0.4489762485027313, + 0.05993090569972992, + 0.05266661196947098, + 0.03466928377747536, + 0.0302952341735363, + 0.03505140542984009, + 0.1073322668671608, + 0.12939803302288055 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.008062673732638359 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330484427511692 + ], + "opposite_logprob_tokens": [ + -3.7733049392700195 + ], + "logprob_reward": -0.02330484427511692, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330484427511692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09427165240049362, + 0.03705665469169617, + 0.13305285573005676, + 0.04893099144101143, + 0.01764245517551899, + 0.0364714078605175, + 0.010560082271695137, + 0.03874070942401886, + 0.20830579102039337, + 0.37496745586395264 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.02330484427511692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005386114120483 + ], + "opposite_logprob_tokens": [ + -0.22553859651088715 + ], + "logprob_reward": -1.6005386114120483, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005386114120483, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05873968079686165, + 0.030983764678239822, + 0.30144619941711426, + 0.01597711257636547, + 0.010332549922168255, + 0.05043765529990196, + 0.06652838736772537, + 0.1074664294719696, + 0.2841128408908844, + 0.07397536933422089 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -1.6005386114120483 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270553022623062 + ], + "opposite_logprob_tokens": [ + -2.1270554065704346 + ], + "logprob_reward": -0.1270553022623062, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270553022623062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061860524117946625, + 0.036540910601615906, + 0.34974926710128784, + 0.008997791446745396, + 0.014905893243849277, + 0.04247458651661873, + 0.011347259394824505, + 0.03015320561826229, + 0.3185283839702606, + 0.12544214725494385 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.1270553022623062 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08907097578048706 + ], + "opposite_logprob_tokens": [ + -2.464071035385132 + ], + "logprob_reward": -0.08907097578048706, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08907097578048706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03728017956018448, + 0.056779615581035614, + 0.1312626302242279, + 0.02670430764555931, + 0.014588904567062855, + 0.04184362664818764, + 0.027665184810757637, + 0.06424079835414886, + 0.31792235374450684, + 0.2817123532295227 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.08907097578048706 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.", + "seed": 26285, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_12/index_4135_seed_26285_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.17018746081739664, + "vlm_logprob": -0.17018746081739664, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.17018746081739664, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009190752170979977 + ], + "opposite_logprob_tokens": [ + -4.759190559387207 + ], + "logprob_reward": -0.009190752170979977, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009190752170979977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.029714060947299004, + 0.03294965624809265, + 0.7111250162124634, + 0.06262241303920746, + 0.08045080304145813, + 0.021888187155127525, + 0.03505531698465347, + 0.005457219202071428, + 0.008680660277605057, + 0.012056699022650719 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.009190752170979977 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361288502812386 + ], + "opposite_logprob_tokens": [ + -3.6513612270355225 + ], + "logprob_reward": -0.026361288502812386, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361288502812386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0070626745000481606, + 0.01338753942400217, + 0.7263754606246948, + 0.015987729653716087, + 0.032443661242723465, + 0.05152551457285881, + 0.0915774255990982, + 0.04959212616086006, + 0.007353437598794699, + 0.004694424569606781 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.026361288502812386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.693337082862854 + ], + "opposite_logprob_tokens": [ + -0.693337082862854 + ], + "logprob_reward": -0.693337082862854, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.693337082862854, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04715888202190399, + 0.026059944182634354, + 0.7832983732223511, + 0.08611956238746643, + 0.02851972170174122, + 0.01310436800122261, + 0.007585824467241764, + 0.0024032522924244404, + 0.0016675048973411322, + 0.004082542844116688 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.693337082862854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897016406059265 + ], + "opposite_logprob_tokens": [ + -2.578970193862915 + ], + "logprob_reward": -0.07897016406059265, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897016406059265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0195691529661417, + 0.0058335838839411736, + 0.8908669352531433, + 0.011866719461977482, + 0.009632731787860394, + 0.010666296817362309, + 0.028733117505908012, + 0.004787445068359375, + 0.014476670883595943, + 0.0035673982929438353 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.07897016406059265 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043078016489744186 + ], + "opposite_logprob_tokens": [ + -3.1680779457092285 + ], + "logprob_reward": -0.043078016489744186, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043078016489744186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.007086857687681913, + 0.0032318271696567535, + 0.843171238899231, + 0.015039818361401558, + 0.04360199719667435, + 0.015152350068092346, + 0.03255016729235649, + 0.01154644787311554, + 0.00820323545485735, + 0.02041604369878769 + ], + "top_frames": [ + 2, + 4, + 6 + ], + "selected_reward": -0.043078016489744186 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.", + "seed": 26286, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_12/index_4135_seed_26286_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08860191460698844, + "vlm_logprob": -0.08860191460698844, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.08860191460698844, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0030404552817344666 + ], + "opposite_logprob_tokens": [ + -6.003040313720703 + ], + "logprob_reward": -0.0030404552817344666, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0030404552817344666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07901721447706223, + 0.14201948046684265, + 0.05102720111608505, + 0.05330922454595566, + 0.10626309365034103, + 0.05235912278294563, + 0.08774378895759583, + 0.19402895867824554, + 0.14068126678466797, + 0.09355064481496811 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.0030404552817344666 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082286946475506 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082286946475506, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082286946475506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1499142199754715, + 0.18827250599861145, + 0.06742919981479645, + 0.0653618723154068, + 0.03709254786372185, + 0.029329797253012657, + 0.07065523415803909, + 0.16039665043354034, + 0.04742525890469551, + 0.18412278592586517 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.011082286946475506 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704385817050934 + ], + "opposite_logprob_tokens": [ + -2.1270439624786377 + ], + "logprob_reward": -0.12704385817050934, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704385817050934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04461251571774483, + 0.16037501394748688, + 0.017001627013087273, + 0.021819595247507095, + 0.07977482676506042, + 0.02631191536784172, + 0.1370522379875183, + 0.41037777066230774, + 0.056852709501981735, + 0.04582175984978676 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.12704385817050934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153437554836273 + ], + "opposite_logprob_tokens": [ + -1.701534390449524 + ], + "logprob_reward": -0.20153437554836273, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153437554836273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0742669627070427, + 0.06956033408641815, + 0.028690965846180916, + 0.047409787774086, + 0.08525951951742172, + 0.07601255923509598, + 0.18903237581253052, + 0.09329033643007278, + 0.293611079454422, + 0.04286608844995499 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.20153437554836273 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030859708786011 + ], + "opposite_logprob_tokens": [ + -2.350308656692505 + ], + "logprob_reward": -0.10030859708786011, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030859708786011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04161955043673515, + 0.0899277776479721, + 0.04863359034061432, + 0.03109716810286045, + 0.10723929107189178, + 0.143291637301445, + 0.11130567640066147, + 0.09865767508745193, + 0.16002444922924042, + 0.16820324957370758 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.10030859708786011 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic drone shot begins, steadily advancing from a broad bird's-eye view. The image reveals a boundless desert. Under the soft golden sunlight of dusk, the rolling dunes appear saturated with warm hues, their gentle curves and sharp ridges stretching to the distant, clear horizon. The drone then smoothly descends, flying almost close to the ground, passing closely over delicate ripples carved by the wind. The powdery sand reveals a striking texture in the slanting light. Occasionally, a few tenacious, dark green columnar cacti rise from the sand, their elongated, deep shadows casting sharp lines across the golden surface. After completing this low-to-the-ground cruise, the camera begins to climb steadily and majestically, and the field of view quickly widens, integrating individual sand dunes and cacti into a broader picture, and finally hovering high in the sky, revealing the awe-inspiring scale of this arid landscape. The golden sea of sand seamlessly connects with the deep blue sky on the skyline, creating a magnificent, tranquil and eternal sense of visual epic.", + "seed": 26287, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_12/index_4135_seed_26287_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04110452043823898, + "vlm_logprob": -0.04110452043823898, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04110452043823898, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0027501878794282675 + ], + "opposite_logprob_tokens": [ + -6.127750396728516 + ], + "logprob_reward": -0.0027501878794282675, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0027501878794282675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1347089260816574, + 0.10414452105760574, + 0.32635006308555603, + 0.03198625519871712, + 0.0264300350099802, + 0.212741419672966, + 0.030883371829986572, + 0.04865080118179321, + 0.05668342486023903, + 0.027421239763498306 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.0027501878794282675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355251669883728 + ], + "opposite_logprob_tokens": [ + -3.651355266571045 + ], + "logprob_reward": -0.026355251669883728, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355251669883728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1918434500694275, + 0.21973007917404175, + 0.40536341071128845, + 0.031150823459029198, + 0.009772345423698425, + 0.03565598651766777, + 0.012598982080817223, + 0.020099284127354622, + 0.05060596019029617, + 0.02317969687283039 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.026355251669883728 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370270878076553 + ], + "opposite_logprob_tokens": [ + -3.4087026119232178 + ], + "logprob_reward": -0.03370270878076553, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370270878076553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1528698354959488, + 0.09410607069730759, + 0.2918291389942169, + 0.011631352826952934, + 0.043585311621427536, + 0.04010530933737755, + 0.09295382350683212, + 0.13859660923480988, + 0.0936787948012352, + 0.04064374417066574 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.03370270878076553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129138171672821 + ], + "opposite_logprob_tokens": [ + -2.2379138469696045 + ], + "logprob_reward": -0.1129138171672821, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129138171672821, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11707167327404022, + 0.04597795754671097, + 0.3738199770450592, + 0.02485659159719944, + 0.060419898480176926, + 0.2499878853559494, + 0.05268288403749466, + 0.029340511187911034, + 0.029570594429969788, + 0.01627195253968239 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.1129138171672821 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a boundless desert with rolling dunes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting characterized by soft golden sunlight of dusk with warm hues?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are dark green columnar cacti visible rising from the sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with a bird's-eye view and steadily advance forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera smoothly descend close to the ground before climbing back up to a high altitude?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980063669383526 + ], + "opposite_logprob_tokens": [ + -3.5298006534576416 + ], + "logprob_reward": -0.02980063669383526, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980063669383526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12094482034444809, + 0.1489705592393875, + 0.15518181025981903, + 0.02111244387924671, + 0.05807957798242569, + 0.32557108998298645, + 0.08459558337926865, + 0.027335261926054955, + 0.030979372560977936, + 0.027229472994804382 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.02980063669383526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_13/index_tensor([9378, 9378])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_13/index_tensor([9378, 9378])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..371111cf4cf30f2269b10565df1c9800a683fa1a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_13/index_tensor([9378, 9378])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide-angle shot, shot from a low, upward angle, the camera slowly pans forward at an almost imperceptible pace, piercing the thick, swirling white fog and descending deep into an ancient, gloomy forest. Suddenly, several massive trees, draped in dark green moss, were violently hurled aside by an unmatched force, sending wood chips flying. A giant nine-tailed fox, as big as a mountain, emerged roaring from the depths of the mist. Its body was covered in thick, snow-white fur, each hair reflecting a holy phosphorescence in the cold moonlight filtering through the forest canopy. Its massive head rose high, its eyes, a pair of amber-like eyes ablaze with molten gold, filled with primal fury and majesty. Its bloody maw opened, revealing dagger-sharp, white fangs. A silent, earth-shaking roar erupted, a roar that transformed into a tangible shockwave, instantly dispersing the fog ahead and revealing a dark path leading deeper into the forest. Behind it, nine huge python-like tails dance and stretch in the air. Each tail seems to have an independent life, stirring the surrounding mist. The tips of the tails emit a faint golden halo. The whole picture, under the interweaving of the cold moonlight and the warm light emitted by the fox itself, presents a sacred and awe-inspiring momentum, full of epic tension and mystery.", + "seed": 21398, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_13/index_9378_seed_21398_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.22643627859652043, + "vlm_logprob": -0.22643627859652043, + "vlm_yes_no_margin": 2.4499999940395356, + "vlm_token_credit": -0.22643627859652043, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08828169107437134 + ], + "opposite_logprob_tokens": [ + -2.5882816314697266 + ], + "logprob_reward": -0.08828169107437134, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08828169107437134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20295046269893646, + 0.1558268517255783, + 0.14417710900306702, + 0.098554827272892, + 0.10561179369688034, + 0.04530281946063042, + 0.05591404810547829, + 0.06430301070213318, + 0.05889707803726196, + 0.06846201419830322 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.08828169107437134 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743017256259918 + ], + "opposite_logprob_tokens": [ + -0.9743016958236694 + ], + "logprob_reward": -0.4743017256259918, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4743017256259918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32862138748168945, + 0.06646956503391266, + 0.07275485247373581, + 0.17249944806098938, + 0.10617340356111526, + 0.040553659200668335, + 0.02417544275522232, + 0.05409540608525276, + 0.09830400347709656, + 0.036352820694446564 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.4743017256259918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233243107795715 + ], + "opposite_logprob_tokens": [ + -0.8983243107795715 + ], + "logprob_reward": -0.5233243107795715, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233243107795715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1543627232313156, + 0.20125971734523773, + 0.19272787868976593, + 0.1900126039981842, + 0.0394367054104805, + 0.04773815721273422, + 0.043130651116371155, + 0.06309964507818222, + 0.024634838104248047, + 0.04359709098935127 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.5233243107795715 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031983908265829086 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031983908265829086, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031983908265829086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3472227156162262, + 0.16483859717845917, + 0.044273439794778824, + 0.0515093170106411, + 0.0542808473110199, + 0.03484117239713669, + 0.0819968581199646, + 0.08285137265920639, + 0.06756803393363953, + 0.07061757147312164 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.0031983908265829086 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307527467608452 + ], + "opposite_logprob_tokens": [ + -3.1680753231048584 + ], + "logprob_reward": -0.04307527467608452, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307527467608452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15533874928951263, + 0.14560633897781372, + 0.07113248854875565, + 0.0620601586997509, + 0.05879051610827446, + 0.03641422465443611, + 0.12291417270898819, + 0.11773266643285751, + 0.11180741339921951, + 0.11820324510335922 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.04307527467608452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from a low, upward angle, the camera slowly pans forward at an almost imperceptible pace, piercing the thick, swirling white fog and descending deep into an ancient, gloomy forest. Suddenly, several massive trees, draped in dark green moss, were violently hurled aside by an unmatched force, sending wood chips flying. A giant nine-tailed fox, as big as a mountain, emerged roaring from the depths of the mist. Its body was covered in thick, snow-white fur, each hair reflecting a holy phosphorescence in the cold moonlight filtering through the forest canopy. Its massive head rose high, its eyes, a pair of amber-like eyes ablaze with molten gold, filled with primal fury and majesty. Its bloody maw opened, revealing dagger-sharp, white fangs. A silent, earth-shaking roar erupted, a roar that transformed into a tangible shockwave, instantly dispersing the fog ahead and revealing a dark path leading deeper into the forest. Behind it, nine huge python-like tails dance and stretch in the air. Each tail seems to have an independent life, stirring the surrounding mist. The tips of the tails emit a faint golden halo. The whole picture, under the interweaving of the cold moonlight and the warm light emitted by the fox itself, presents a sacred and awe-inspiring momentum, full of epic tension and mystery.", + "seed": 21399, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_13/index_9378_seed_21399_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20998914409428834, + "vlm_logprob": -0.20998914409428834, + "vlm_yes_no_margin": 2.3749999940395354, + "vlm_token_credit": -0.20998914409428834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1233128011226654 + ], + "opposite_logprob_tokens": [ + -2.2483127117156982 + ], + "logprob_reward": -0.1233128011226654, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1233128011226654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25173985958099365, + 0.1562366485595703, + 0.07634863257408142, + 0.16248613595962524, + 0.08124761283397675, + 0.08841858059167862, + 0.053310588002204895, + 0.0617530383169651, + 0.021753104403614998, + 0.04670575633645058 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.1233128011226654 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38707712292671204 + ], + "opposite_logprob_tokens": [ + -1.1370770931243896 + ], + "logprob_reward": -0.38707712292671204, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38707712292671204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22633683681488037, + 0.2456469088792801, + 0.061276938766241074, + 0.06267397105693817, + 0.10364265739917755, + 0.027985835447907448, + 0.0628826767206192, + 0.028491660952568054, + 0.060273077338933945, + 0.12078933417797089 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.38707712292671204 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47428837418556213 + ], + "opposite_logprob_tokens": [ + -0.9742883443832397 + ], + "logprob_reward": -0.47428837418556213, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.47428837418556213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3067488670349121, + 0.11164414882659912, + 0.07589676976203918, + 0.17290428280830383, + 0.06759137660264969, + 0.06325136870145798, + 0.06353186815977097, + 0.03260532766580582, + 0.06085510551929474, + 0.04497091844677925 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.47428837418556213 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031987475231289864 + ], + "opposite_logprob_tokens": [ + -5.753198623657227 + ], + "logprob_reward": -0.0031987475231289864, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031987475231289864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10095871984958649, + 0.051255326718091965, + 0.05108627304434776, + 0.06730233877897263, + 0.14573021233081818, + 0.1747802346944809, + 0.12540432810783386, + 0.09418313205242157, + 0.05294538289308548, + 0.13635407388210297 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.0031987475231289864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062068674713373184 + ], + "opposite_logprob_tokens": [ + -2.8120687007904053 + ], + "logprob_reward": -0.062068674713373184, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062068674713373184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2878161668777466, + 0.04972590506076813, + 0.02176966331899166, + 0.05067789927124977, + 0.11040295660495758, + 0.050185129046440125, + 0.11690939217805862, + 0.07716234773397446, + 0.1694161742925644, + 0.06593433767557144 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.062068674713373184 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from a low, upward angle, the camera slowly pans forward at an almost imperceptible pace, piercing the thick, swirling white fog and descending deep into an ancient, gloomy forest. Suddenly, several massive trees, draped in dark green moss, were violently hurled aside by an unmatched force, sending wood chips flying. A giant nine-tailed fox, as big as a mountain, emerged roaring from the depths of the mist. Its body was covered in thick, snow-white fur, each hair reflecting a holy phosphorescence in the cold moonlight filtering through the forest canopy. Its massive head rose high, its eyes, a pair of amber-like eyes ablaze with molten gold, filled with primal fury and majesty. Its bloody maw opened, revealing dagger-sharp, white fangs. A silent, earth-shaking roar erupted, a roar that transformed into a tangible shockwave, instantly dispersing the fog ahead and revealing a dark path leading deeper into the forest. Behind it, nine huge python-like tails dance and stretch in the air. Each tail seems to have an independent life, stirring the surrounding mist. The tips of the tails emit a faint golden halo. The whole picture, under the interweaving of the cold moonlight and the warm light emitted by the fox itself, presents a sacred and awe-inspiring momentum, full of epic tension and mystery.", + "seed": 21400, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_13/index_9378_seed_21400_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3915949592366815, + "vlm_logprob": -0.3915949592366815, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.3915949592366815, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08841297030448914 + ], + "opposite_logprob_tokens": [ + -2.5884130001068115 + ], + "logprob_reward": -0.08841297030448914, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08841297030448914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10369633138179779, + 0.03976086899638176, + 0.04167555645108223, + 0.023598939180374146, + 0.04434690997004509, + 0.15182384848594666, + 0.4676980674266815, + 0.05378913879394531, + 0.020467262715101242, + 0.053143080323934555 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.08841297030448914 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559568285942078 + ], + "opposite_logprob_tokens": [ + -1.6005957126617432 + ], + "logprob_reward": -0.22559568285942078, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559568285942078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041280098259449005, + 0.017313586547970772, + 0.023541979491710663, + 0.03218226507306099, + 0.04380815848708153, + 0.06633847951889038, + 0.5711129307746887, + 0.18827252089977264, + 0.006842516828328371, + 0.009307416155934334 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.22559568285942078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005516052246094 + ], + "opposite_logprob_tokens": [ + -0.2255515456199646 + ], + "logprob_reward": -1.6005516052246094, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005516052246094, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06761781126260757, + 0.030992791056632996, + 0.13291196525096893, + 0.018590940162539482, + 0.027357613667845726, + 0.0475449338555336, + 0.5201666355133057, + 0.1256895810365677, + 0.009026309475302696, + 0.02010134421288967 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -1.6005516052246094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005267550237476826 + ], + "opposite_logprob_tokens": [ + -5.25526762008667 + ], + "logprob_reward": -0.005267550237476826, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005267550237476826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09316083043813705, + 0.03813249617815018, + 0.18579037487506866, + 0.030539195984601974, + 0.02524801529943943, + 0.06040138378739357, + 0.4743974804878235, + 0.030760833993554115, + 0.020213065668940544, + 0.04135638847947121 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.005267550237476826 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038146987557411194 + ], + "opposite_logprob_tokens": [ + -3.28814697265625 + ], + "logprob_reward": -0.038146987557411194, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038146987557411194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07605774700641632, + 0.04064764454960823, + 0.24788367748260498, + 0.040041133761405945, + 0.027897454798221588, + 0.04714246094226837, + 0.2847399413585663, + 0.09332620352506638, + 0.059602703899145126, + 0.08266103267669678 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.038146987557411194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide-angle shot, shot from a low, upward angle, the camera slowly pans forward at an almost imperceptible pace, piercing the thick, swirling white fog and descending deep into an ancient, gloomy forest. Suddenly, several massive trees, draped in dark green moss, were violently hurled aside by an unmatched force, sending wood chips flying. A giant nine-tailed fox, as big as a mountain, emerged roaring from the depths of the mist. Its body was covered in thick, snow-white fur, each hair reflecting a holy phosphorescence in the cold moonlight filtering through the forest canopy. Its massive head rose high, its eyes, a pair of amber-like eyes ablaze with molten gold, filled with primal fury and majesty. Its bloody maw opened, revealing dagger-sharp, white fangs. A silent, earth-shaking roar erupted, a roar that transformed into a tangible shockwave, instantly dispersing the fog ahead and revealing a dark path leading deeper into the forest. Behind it, nine huge python-like tails dance and stretch in the air. Each tail seems to have an independent life, stirring the surrounding mist. The tips of the tails emit a faint golden halo. The whole picture, under the interweaving of the cold moonlight and the warm light emitted by the fox itself, presents a sacred and awe-inspiring momentum, full of epic tension and mystery.", + "seed": 21401, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_13/index_9378_seed_21401_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.46954154409468174, + "vlm_logprob": -0.46954154409468174, + "vlm_yes_no_margin": 1.849999976158142, + "vlm_token_credit": -0.46954154409468174, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15760406851768494 + ], + "opposite_logprob_tokens": [ + -2.0326039791107178 + ], + "logprob_reward": -0.15760406851768494, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.15760406851768494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15442362427711487, + 0.3669913411140442, + 0.06705620884895325, + 0.0496634878218174, + 0.054326727986335754, + 0.05230934917926788, + 0.06119950860738754, + 0.0402713380753994, + 0.05167226120829582, + 0.10208620876073837 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.15760406851768494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289168119430542 + ], + "opposite_logprob_tokens": [ + -1.0539168119430542 + ], + "logprob_reward": -0.4289168119430542, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289168119430542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12908655405044556, + 0.13647997379302979, + 0.06827996671199799, + 0.07241643965244293, + 0.12665025889873505, + 0.07606933265924454, + 0.10962103307247162, + 0.11271589994430542, + 0.06631752848625183, + 0.10236304253339767 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.4289168119430542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015341520309448 + ], + "opposite_logprob_tokens": [ + -0.2015341818332672 + ], + "logprob_reward": -1.7015341520309448, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015341520309448, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09211907535791397, + 0.3340110182762146, + 0.04334733635187149, + 0.043102387338876724, + 0.037652287632226944, + 0.042478326708078384, + 0.042446501553058624, + 0.1329503208398819, + 0.05742191523313522, + 0.17447084188461304 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -1.7015341520309448 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046563055366277695 + ], + "opposite_logprob_tokens": [ + -5.3796563148498535 + ], + "logprob_reward": -0.0046563055366277695, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046563055366277695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09779945015907288, + 0.3299144506454468, + 0.051163364201784134, + 0.05658043920993805, + 0.04488535225391388, + 0.057241711765527725, + 0.037241820245981216, + 0.10272833704948425, + 0.06864630430936813, + 0.15379872918128967 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.0046563055366277695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot from a low, upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan forward at an almost imperceptible pace?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are several massive trees draped in dark green moss visible being violently hurled aside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a giant nine-tailed fox with snow-white fur and amber-like eyes visible emerging from the mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are nine huge python-like tails visible dancing and stretching in the air behind the fox?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499638244509697 + ], + "opposite_logprob_tokens": [ + -2.9299964904785156 + ], + "logprob_reward": -0.05499638244509697, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499638244509697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06189993396401405, + 0.23010174930095673, + 0.11271913349628448, + 0.02834050916135311, + 0.0346776582300663, + 0.03289605677127838, + 0.04392655938863754, + 0.09756021946668625, + 0.15272589027881622, + 0.20515228807926178 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.05499638244509697 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_14/index_tensor([1976, 1976])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_14/index_tensor([1976, 1976])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..46eb892185cd063c551d32b8879d43758c3cfd4a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_14/index_tensor([1976, 1976])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captures a moment of peak kinetic energy within a traditional Japanese dojo, rendered entirely in stark, high-contrast black and white. Bright, hard sunlight filters through large shogunate screen windows, casting long, sharply defined, geometric shadows across the polished, dark wooden floor. At the center of this dramatic interplay of light and shadow, a burly male martial artist with a shaved head hangs suspended in mid-air. He explosively delivers a flying kick, his body almost perfectly level with the ground. His traditional white karate gi, secured with a black belt, ripples and undulates with the power of the movement, its vibrant white fabric catching the light in deep, velvety black shadows. His supporting leg is tightly tucked in, while his kicking leg extends with brutal precision, his foot blade aimed at an unseen target. His facial expression is a mask of pure, focused concentration, his jaw set and his eyes narrowed. The entire scene conveys an atmosphere of intense discipline and controlled power, the silent, sun-drenched space momentarily energized by a single graceful yet devastating gesture.", + "seed": 22712, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_14/index_1976_seed_22712_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24281369298696517, + "vlm_logprob": -0.24281369298696517, + "vlm_yes_no_margin": 2.325, + "vlm_token_credit": -0.24281369298696517, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9757269620895386 + ], + "opposite_logprob_tokens": [ + -0.4757269620895386 + ], + "logprob_reward": -0.9757269620895386, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9757269620895386, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20806019008159637, + 0.07859555631875992, + 0.038873396813869476, + 0.31444618105888367, + 0.0800134539604187, + 0.09262417256832123, + 0.06769869476556778, + 0.02310870587825775, + 0.02059890888631344, + 0.07598070800304413 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.9757269620895386 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03815031424164772 + ], + "opposite_logprob_tokens": [ + -3.2881503105163574 + ], + "logprob_reward": -0.03815031424164772, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03815031424164772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2428627759218216, + 0.06844357401132584, + 0.03360653668642044, + 0.21759411692619324, + 0.07802082598209381, + 0.11947624385356903, + 0.0748366042971611, + 0.03794408217072487, + 0.05593518912792206, + 0.07127998769283295 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.03815031424164772 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054956890642642975 + ], + "opposite_logprob_tokens": [ + -2.9299569129943848 + ], + "logprob_reward": -0.054956890642642975, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054956890642642975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2001190334558487, + 0.14366479218006134, + 0.03527197614312172, + 0.29056233167648315, + 0.03306462615728378, + 0.05558275803923607, + 0.09625831991434097, + 0.03254245966672897, + 0.028115278109908104, + 0.08481846004724503 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.054956890642642975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704816460609436 + ], + "opposite_logprob_tokens": [ + -2.1270482540130615 + ], + "logprob_reward": -0.12704816460609436, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704816460609436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10859180986881256, + 0.11133427172899246, + 0.0562315434217453, + 0.2543344795703888, + 0.06083512306213379, + 0.047211386263370514, + 0.09144002944231033, + 0.10078910738229752, + 0.039022039622068405, + 0.1302102655172348 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.12704816460609436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186133354902267 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186133354902267, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186133354902267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1831747591495514, + 0.05042567476630211, + 0.05355076119303703, + 0.335921049118042, + 0.10620958358049393, + 0.08274238556623459, + 0.03025280311703682, + 0.04663361608982086, + 0.03677796199917793, + 0.07431142777204514 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.018186133354902267 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a moment of peak kinetic energy within a traditional Japanese dojo, rendered entirely in stark, high-contrast black and white. Bright, hard sunlight filters through large shogunate screen windows, casting long, sharply defined, geometric shadows across the polished, dark wooden floor. At the center of this dramatic interplay of light and shadow, a burly male martial artist with a shaved head hangs suspended in mid-air. He explosively delivers a flying kick, his body almost perfectly level with the ground. His traditional white karate gi, secured with a black belt, ripples and undulates with the power of the movement, its vibrant white fabric catching the light in deep, velvety black shadows. His supporting leg is tightly tucked in, while his kicking leg extends with brutal precision, his foot blade aimed at an unseen target. His facial expression is a mask of pure, focused concentration, his jaw set and his eyes narrowed. The entire scene conveys an atmosphere of intense discipline and controlled power, the silent, sun-drenched space momentarily energized by a single graceful yet devastating gesture.", + "seed": 22713, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_14/index_1976_seed_22713_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.8400396175682545, + "vlm_logprob": -0.8400396175682545, + "vlm_yes_no_margin": 1.175, + "vlm_token_credit": -0.8400396175682545, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.6517727375030518 + ], + "opposite_logprob_tokens": [ + -0.026772690936923027 + ], + "logprob_reward": -3.6517727375030518, + "yes_no_margin_reward": -3.625, + "token_credit_reward": -3.6517727375030518, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21601274609565735, + 0.03191564977169037, + 0.038775961846113205, + 0.06263099610805511, + 0.5185226798057556, + 0.00870996993035078, + 0.016038836911320686, + 0.017236165702342987, + 0.015556002967059612, + 0.0746009349822998 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -3.6517727375030518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34939098358154297 + ], + "opposite_logprob_tokens": [ + -1.224390983581543 + ], + "logprob_reward": -0.34939098358154297, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34939098358154297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2024054229259491, + 0.13523389399051666, + 0.10613929480314255, + 0.08942802250385284, + 0.0702700987458229, + 0.027303192764520645, + 0.01668195240199566, + 0.030189860612154007, + 0.12691214680671692, + 0.19543619453907013 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.34939098358154297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03818485140800476 + ], + "opposite_logprob_tokens": [ + -3.288184881210327 + ], + "logprob_reward": -0.03818485140800476, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03818485140800476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07694054394960403, + 0.056321773678064346, + 0.02266698330640793, + 0.05772281438112259, + 0.6546381711959839, + 0.05472002923488617, + 0.018620625138282776, + 0.018017923459410667, + 0.01959330216050148, + 0.020757850259542465 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.03818485140800476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1271166056394577 + ], + "opposite_logprob_tokens": [ + -2.1271166801452637 + ], + "logprob_reward": -0.1271166056394577, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1271166056394577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09435923397541046, + 0.05085968226194382, + 0.053932324051856995, + 0.07437141239643097, + 0.4742089509963989, + 0.05476432293653488, + 0.02420063316822052, + 0.028697261586785316, + 0.022979184985160828, + 0.12162699550390244 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.1271166056394577 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033732909709215164 + ], + "opposite_logprob_tokens": [ + -3.4087328910827637 + ], + "logprob_reward": -0.033732909709215164, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033732909709215164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32841500639915466, + 0.08040585368871689, + 0.08996327221393585, + 0.051936350762844086, + 0.16161878407001495, + 0.038611505180597305, + 0.02473527379333973, + 0.04997935891151428, + 0.08490940928459167, + 0.08942510932683945 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.033732909709215164 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a moment of peak kinetic energy within a traditional Japanese dojo, rendered entirely in stark, high-contrast black and white. Bright, hard sunlight filters through large shogunate screen windows, casting long, sharply defined, geometric shadows across the polished, dark wooden floor. At the center of this dramatic interplay of light and shadow, a burly male martial artist with a shaved head hangs suspended in mid-air. He explosively delivers a flying kick, his body almost perfectly level with the ground. His traditional white karate gi, secured with a black belt, ripples and undulates with the power of the movement, its vibrant white fabric catching the light in deep, velvety black shadows. His supporting leg is tightly tucked in, while his kicking leg extends with brutal precision, his foot blade aimed at an unseen target. His facial expression is a mask of pure, focused concentration, his jaw set and his eyes narrowed. The entire scene conveys an atmosphere of intense discipline and controlled power, the silent, sun-drenched space momentarily energized by a single graceful yet devastating gesture.", + "seed": 22714, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_14/index_1976_seed_22714_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.38470825720578433, + "vlm_logprob": -0.38470825720578433, + "vlm_yes_no_margin": 2.299999976158142, + "vlm_token_credit": -0.38470825720578433, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7020213603973389 + ], + "opposite_logprob_tokens": [ + -0.20202131569385529 + ], + "logprob_reward": -1.7020213603973389, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7020213603973389, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.22442878782749176, + 0.027586679905653, + 0.5953617095947266, + 0.02203604206442833, + 0.016954852268099785, + 0.051813993602991104, + 0.014941711910068989, + 0.011135760694742203, + 0.02396404556930065, + 0.011776427738368511 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -1.7020213603973389 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01424983236938715 + ], + "opposite_logprob_tokens": [ + -4.264249801635742 + ], + "logprob_reward": -0.01424983236938715, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01424983236938715, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10937030613422394, + 0.015151148661971092, + 0.417980819940567, + 0.022537926211953163, + 0.013455698266625404, + 0.0529513880610466, + 0.03196099027991295, + 0.07464177906513214, + 0.2473311871290207, + 0.014618669636547565 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.01424983236938715 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354555040597916 + ], + "opposite_logprob_tokens": [ + -3.6513545513153076 + ], + "logprob_reward": -0.026354555040597916, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354555040597916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19476914405822754, + 0.02779364213347435, + 0.5675706267356873, + 0.013967969454824924, + 0.03525226563215256, + 0.04409392178058624, + 0.0244137030094862, + 0.023707037791609764, + 0.05925604701042175, + 0.009175713174045086 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.026354555040597916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281617105007172 + ], + "opposite_logprob_tokens": [ + -2.0178160667419434 + ], + "logprob_reward": -0.14281617105007172, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14281617105007172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29615458846092224, + 0.05429335683584213, + 0.2831242084503174, + 0.05383405461907387, + 0.13312487304210663, + 0.047332361340522766, + 0.04276270791888237, + 0.02943134866654873, + 0.03172769024968147, + 0.028214845806360245 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.14281617105007172 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099367171525955 + ], + "opposite_logprob_tokens": [ + -3.2880992889404297 + ], + "logprob_reward": -0.038099367171525955, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099367171525955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18905498087406158, + 0.051859404891729355, + 0.3741416931152344, + 0.03787421062588692, + 0.025779685005545616, + 0.11059770733118057, + 0.05775056406855583, + 0.11586706340312958, + 0.021445417776703835, + 0.015629297122359276 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.038099367171525955 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a moment of peak kinetic energy within a traditional Japanese dojo, rendered entirely in stark, high-contrast black and white. Bright, hard sunlight filters through large shogunate screen windows, casting long, sharply defined, geometric shadows across the polished, dark wooden floor. At the center of this dramatic interplay of light and shadow, a burly male martial artist with a shaved head hangs suspended in mid-air. He explosively delivers a flying kick, his body almost perfectly level with the ground. His traditional white karate gi, secured with a black belt, ripples and undulates with the power of the movement, its vibrant white fabric catching the light in deep, velvety black shadows. His supporting leg is tightly tucked in, while his kicking leg extends with brutal precision, his foot blade aimed at an unseen target. His facial expression is a mask of pure, focused concentration, his jaw set and his eyes narrowed. The entire scene conveys an atmosphere of intense discipline and controlled power, the silent, sun-drenched space momentarily energized by a single graceful yet devastating gesture.", + "seed": 22715, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_14/index_1976_seed_22715_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5089576214551925, + "vlm_logprob": -0.5089576214551925, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.5089576214551925, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.238210916519165 + ], + "opposite_logprob_tokens": [ + -0.11321085691452026 + ], + "logprob_reward": -2.238210916519165, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.238210916519165, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16428816318511963, + 0.09268128871917725, + 0.08953773230314255, + 0.04048561304807663, + 0.07931995391845703, + 0.06139606609940529, + 0.10201448947191238, + 0.11312837898731232, + 0.11338578909635544, + 0.1437625139951706 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -2.238210916519165 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06217588856816292 + ], + "opposite_logprob_tokens": [ + -2.812175989151001 + ], + "logprob_reward": -0.06217588856816292, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06217588856816292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6674605011940002, + 0.0910794660449028, + 0.0371311753988266, + 0.015265915542840958, + 0.024649104103446007, + 0.018106305971741676, + 0.04205160588026047, + 0.01766582578420639, + 0.04487797990441322, + 0.041712090373039246 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.06217588856816292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02636488899588585 + ], + "opposite_logprob_tokens": [ + -3.651364803314209 + ], + "logprob_reward": -0.02636488899588585, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02636488899588585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23401126265525818, + 0.17646197974681854, + 0.05275198817253113, + 0.06132057309150696, + 0.10490261763334274, + 0.0317545086145401, + 0.03697892278432846, + 0.11055797338485718, + 0.07296726852655411, + 0.1182929128408432 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02636488899588585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992430925369263 + ], + "opposite_logprob_tokens": [ + -1.8049242496490479 + ], + "logprob_reward": -0.17992430925369263, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992430925369263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33469587564468384, + 0.14393578469753265, + 0.03623726963996887, + 0.033111583441495895, + 0.04918032884597778, + 0.051696665585041046, + 0.10140211880207062, + 0.11187563836574554, + 0.02668399177491665, + 0.11118077486753464 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.17992430925369263 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a traditional Japanese dojo with a polished dark wooden floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video rendered in stark high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a burly male martial artist with a shaved head wearing a white gi and black belt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the martial artist captured mid-air performing a flying kick with his body level to the ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot taken from a static low-angle wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038112103939056396 + ], + "opposite_logprob_tokens": [ + -3.288112163543701 + ], + "logprob_reward": -0.038112103939056396, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038112103939056396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34245291352272034, + 0.0536055825650692, + 0.07912910729646683, + 0.04909471794962883, + 0.06178438290953636, + 0.05194823071360588, + 0.14203478395938873, + 0.03733908385038376, + 0.10751285403966904, + 0.07509828358888626 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.038112103939056396 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_15/index_tensor([2454, 2454])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_15/index_tensor([2454, 2454])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c34ffbb271ad1fcfc4a1f2beb1de815d2f6f25e2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_15/index_tensor([2454, 2454])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.", + "seed": 12209, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_15/index_2454_seed_12209_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1240596666932106, + "vlm_logprob": -0.1240596666932106, + "vlm_yes_no_margin": 2.574999952316284, + "vlm_token_credit": -0.1240596666932106, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023431431502103806 + ], + "opposite_logprob_tokens": [ + -4.023431301116943 + ], + "logprob_reward": -0.023431431502103806, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.023431431502103806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19972562789916992, + 0.14240655303001404, + 0.10421144962310791, + 0.1302245408296585, + 0.1410115361213684, + 0.15045061707496643, + 0.04066028818488121, + 0.03765428811311722, + 0.026579724624753, + 0.02707534469664097 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.023431431502103806 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270700991153717 + ], + "opposite_logprob_tokens": [ + -2.127070188522339 + ], + "logprob_reward": -0.1270700991153717, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270700991153717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36921921372413635, + 0.09850926697254181, + 0.045058511197566986, + 0.08188307285308838, + 0.1596810668706894, + 0.04927689954638481, + 0.0805182009935379, + 0.058813776820898056, + 0.02928081713616848, + 0.0277592483907938 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.1270700991153717 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25215548276901245 + ], + "opposite_logprob_tokens": [ + -1.5021555423736572 + ], + "logprob_reward": -0.25215548276901245, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25215548276901245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3118641674518585, + 0.06865057349205017, + 0.048438508063554764, + 0.10362929850816727, + 0.1413610726594925, + 0.04747522994875908, + 0.10229796171188354, + 0.10402289032936096, + 0.052516836673021317, + 0.019743455573916435 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.25215548276901245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016083266586065292 + ], + "opposite_logprob_tokens": [ + -4.141083240509033 + ], + "logprob_reward": -0.016083266586065292, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016083266586065292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3368302881717682, + 0.13015297055244446, + 0.06773905456066132, + 0.04624920338392258, + 0.19582825899124146, + 0.04367819055914879, + 0.03485466167330742, + 0.10995810478925705, + 0.018556324765086174, + 0.0161528829485178 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.016083266586065292 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20155805349349976 + ], + "opposite_logprob_tokens": [ + -1.7015581130981445 + ], + "logprob_reward": -0.20155805349349976, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20155805349349976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1406448483467102, + 0.0866849273443222, + 0.05117541924118996, + 0.15529830753803253, + 0.22834430634975433, + 0.14659179747104645, + 0.06656274944543839, + 0.07009432464838028, + 0.03865029662847519, + 0.01595303788781166 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.20155805349349976 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.", + "seed": 12210, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_15/index_2454_seed_12210_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06375960726290941, + "vlm_logprob": -0.06375960726290941, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06375960726290941, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02687191776931286 + ], + "opposite_logprob_tokens": [ + -3.776871919631958 + ], + "logprob_reward": -0.02687191776931286, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02687191776931286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13519319891929626, + 0.10532836616039276, + 0.0766536146402359, + 0.09770040214061737, + 0.1389002948999405, + 0.11897353082895279, + 0.04505856707692146, + 0.05126039311289787, + 0.18497306108474731, + 0.04595860093832016 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.02687191776931286 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294480413198471 + ], + "opposite_logprob_tokens": [ + -2.2379448413848877 + ], + "logprob_reward": -0.11294480413198471, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294480413198471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06160371005535126, + 0.11550489068031311, + 0.08278825879096985, + 0.13731467723846436, + 0.3101133704185486, + 0.11216802150011063, + 0.05601448565721512, + 0.025844896212220192, + 0.02969552017748356, + 0.06895219534635544 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.11294480413198471 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033048689365387 + ], + "opposite_logprob_tokens": [ + -2.3503305912017822 + ], + "logprob_reward": -0.10033048689365387, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033048689365387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059344932436943054, + 0.1548985242843628, + 0.07195397466421127, + 0.1553652435541153, + 0.13566529750823975, + 0.03803948685526848, + 0.029286552220582962, + 0.08979296684265137, + 0.1873910278081894, + 0.07826200127601624 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.10033048689365387 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641350083053112 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.008641350083053112, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641350083053112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0753890722990036, + 0.2652689814567566, + 0.2497459053993225, + 0.15447644889354706, + 0.05220085009932518, + 0.09621619433164597, + 0.01298779807984829, + 0.013383186422288418, + 0.05386615917086601, + 0.02646540477871895 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.008641350083053112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000947743654251 + ], + "opposite_logprob_tokens": [ + -2.695009469985962 + ], + "logprob_reward": -0.07000947743654251, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000947743654251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05866197869181633, + 0.17602327466011047, + 0.0951734185218811, + 0.05276787653565407, + 0.11310829967260361, + 0.08389296382665634, + 0.06782574951648712, + 0.10986585170030594, + 0.17373774945735931, + 0.06894294172525406 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.07000947743654251 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.", + "seed": 12211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_15/index_2454_seed_12211_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04330450724810362, + "vlm_logprob": -0.04330450724810362, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.04330450724810362, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042669158428907394 + ], + "opposite_logprob_tokens": [ + -3.2926690578460693 + ], + "logprob_reward": -0.042669158428907394, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.042669158428907394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07333954423666, + 0.06561438739299774, + 0.03069639578461647, + 0.03642570599913597, + 0.05830110237002373, + 0.16102460026741028, + 0.047130562365055084, + 0.34387144446372986, + 0.13073568046092987, + 0.05286059156060219 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.042669158428907394 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904927968978882 + ], + "opposite_logprob_tokens": [ + -2.4640493392944336 + ], + "logprob_reward": -0.08904927968978882, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904927968978882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12889419496059418, + 0.06133783608675003, + 0.05035034939646721, + 0.024089358747005463, + 0.03993586450815201, + 0.17124739289283752, + 0.09088347852230072, + 0.16565929353237152, + 0.18796032667160034, + 0.07964188605546951 + ], + "top_frames": [ + 8, + 5, + 7 + ], + "selected_reward": -0.08904927968978882 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812770918011665 + ], + "opposite_logprob_tokens": [ + -3.2881276607513428 + ], + "logprob_reward": -0.03812770918011665, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812770918011665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0839315876364708, + 0.07641924917697906, + 0.03976627066731453, + 0.05094071477651596, + 0.05224079266190529, + 0.12067652493715286, + 0.11988399177789688, + 0.23416875302791595, + 0.15162312984466553, + 0.07034901529550552 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.03812770918011665 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036182431504130363 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036182431504130363, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036182431504130363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13985753059387207, + 0.05540655925869942, + 0.0421377532184124, + 0.09232480823993683, + 0.12076687067747116, + 0.05005019158124924, + 0.11120802909135818, + 0.22682558000087738, + 0.04534895345568657, + 0.11607372015714645 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0036182431504130363 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305814579129219 + ], + "opposite_logprob_tokens": [ + -3.168058156967163 + ], + "logprob_reward": -0.04305814579129219, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305814579129219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08358263224363327, + 0.047235988080501556, + 0.030041594058275223, + 0.02984253130853176, + 0.051863037049770355, + 0.21107037365436554, + 0.236882284283638, + 0.07333505153656006, + 0.13766683638095856, + 0.09847970306873322 + ], + "top_frames": [ + 6, + 5, + 8 + ], + "selected_reward": -0.04305814579129219 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme macro shot, positioned at a slightly low angle, focuses intensely on a delicate poppy bud. Its green, furry petals are just beginning to peel back, revealing tightly curled, velvety scarlet petals within, all set against a soft-focus backdrop of sun-drenched meadow, which blurs into a beautiful green and gold bokeh. As the petals begin to slowly and gracefully unfurl, a magical transformation begins; a wave of translucent light sweeps across the organic texture, starting at the base and spreading outward. The soft, pliable material visibly solidifies and hardens, its vibrant scarlet deepening into a rich, crystal ruby as the petals transform into solid, polished glass. The action is deliberately paused at the moment of the flower's bloom, its new glassy shape delicately capturing and refracting the warm, golden afternoon light into a brilliant, sharp flash, creating a tranquil and wondrous atmosphere, capturing a moment of impossible beautiful alchemy.", + "seed": 12212, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_15/index_2454_seed_12212_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10944595821201801, + "vlm_logprob": -0.10944595821201801, + "vlm_yes_no_margin": 2.4749999761581423, + "vlm_token_credit": -0.10944595821201801, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2559739649295807 + ], + "opposite_logprob_tokens": [ + -1.5059739351272583 + ], + "logprob_reward": -0.2559739649295807, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2559739649295807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05075797438621521, + 0.047358330339193344, + 0.02780190482735634, + 0.02823047526180744, + 0.017321549355983734, + 0.012774973176419735, + 0.0316152423620224, + 0.2959921956062317, + 0.03484022617340088, + 0.4533071517944336 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.2559739649295807 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282092452049255 + ], + "opposite_logprob_tokens": [ + -2.0178208351135254 + ], + "logprob_reward": -0.14282092452049255, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14282092452049255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10641656816005707, + 0.07362285256385803, + 0.06806926429271698, + 0.03590102866292, + 0.08022686094045639, + 0.05826716870069504, + 0.042244236916303635, + 0.06286036968231201, + 0.14366553723812103, + 0.3287261128425598 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.14282092452049255 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901763916015625 + ], + "opposite_logprob_tokens": [ + -2.5790176391601562 + ], + "logprob_reward": -0.07901763916015625, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901763916015625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08688037097454071, + 0.025737492367625237, + 0.04529844969511032, + 0.07557918131351471, + 0.08431241661310196, + 0.082834392786026, + 0.028772100806236267, + 0.14984069764614105, + 0.19302824139595032, + 0.22771669924259186 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.07901763916015625 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354091241955757 + ], + "opposite_logprob_tokens": [ + -3.6513540744781494 + ], + "logprob_reward": -0.026354091241955757, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354091241955757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14153072237968445, + 0.09459064155817032, + 0.05663376674056053, + 0.046340711414813995, + 0.21596288681030273, + 0.07222136110067368, + 0.05326399952173233, + 0.07464224845170975, + 0.039582740515470505, + 0.20523090660572052 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.026354091241955757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme macro view of a poppy bud?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a slightly low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the petals transform from green and furry to solid, polished glass with a crystal ruby color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus meadow with green and gold bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a wave of translucent light sweep across the flower causing it to solidify?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043063171207904816 + ], + "opposite_logprob_tokens": [ + -3.168063163757324 + ], + "logprob_reward": -0.043063171207904816, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043063171207904816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05884522199630737, + 0.07177221775054932, + 0.02347400225698948, + 0.08806407451629639, + 0.06493693590164185, + 0.03633031249046326, + 0.03538636490702629, + 0.10828147828578949, + 0.24086514115333557, + 0.27204421162605286 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.043063171207904816 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_2/index_tensor([8889, 8889])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_2/index_tensor([8889, 8889])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9c8ccdbe87977b76e5be392ae61ce84e4b8495a3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_2/index_tensor([8889, 8889])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.", + "seed": 30524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_2/index_8889_seed_30524_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.029069540090858936, + "vlm_logprob": -0.029069540090858936, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.029069540090858936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08290593326091766 + ], + "opposite_logprob_tokens": [ + -2.5829060077667236 + ], + "logprob_reward": -0.08290593326091766, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08290593326091766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33672407269477844, + 0.18597452342510223, + 0.08927574753761292, + 0.07320714741945267, + 0.0940655767917633, + 0.06547746062278748, + 0.02675754204392433, + 0.056254688650369644, + 0.03149043768644333, + 0.04077283665537834 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.08290593326091766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009799232706427574 + ], + "opposite_logprob_tokens": [ + -4.634799003601074 + ], + "logprob_reward": -0.009799232706427574, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009799232706427574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2678894102573395, + 0.43390294909477234, + 0.07598694413900375, + 0.033080216497182846, + 0.04227893054485321, + 0.0234088022261858, + 0.02905934303998947, + 0.03751752898097038, + 0.024040602147579193, + 0.03283531591296196 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.009799232706427574 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646313101053238 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646313101053238, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646313101053238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3608887791633606, + 0.17061947286128998, + 0.09629540145397186, + 0.06806280463933945, + 0.07723939418792725, + 0.03179599717259407, + 0.029737569391727448, + 0.0720314010977745, + 0.025434963405132294, + 0.06789425015449524 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008646313101053238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419882569462061 + ], + "opposite_logprob_tokens": [ + -4.2641987800598145 + ], + "logprob_reward": -0.01419882569462061, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419882569462061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.301889032125473, + 0.12450278550386429, + 0.1135825514793396, + 0.06170760095119476, + 0.10322146117687225, + 0.0527353510260582, + 0.04589733108878136, + 0.05722060799598694, + 0.04916710406541824, + 0.09007614850997925 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.01419882569462061 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797395691275597 + ], + "opposite_logprob_tokens": [ + -3.529797315597534 + ], + "logprob_reward": -0.029797395691275597, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797395691275597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31692370772361755, + 0.1341979205608368, + 0.05083684250712395, + 0.11368990689516068, + 0.06156865879893303, + 0.05632616579532623, + 0.13653527200222015, + 0.037054866552352905, + 0.04356003552675247, + 0.04930655285716057 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.029797395691275597 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.", + "seed": 30525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_2/index_8889_seed_30525_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02102165212854743, + "vlm_logprob": -0.02102165212854743, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.02102165212854743, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033381201326847076 + ], + "opposite_logprob_tokens": [ + -3.533381223678589 + ], + "logprob_reward": -0.033381201326847076, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.033381201326847076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3366359770298004, + 0.10999051481485367, + 0.042950909584760666, + 0.02139422297477722, + 0.028074469417333603, + 0.01939646527171135, + 0.03768623247742653, + 0.0359196700155735, + 0.1743597835302353, + 0.19359169900417328 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.033381201326847076 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004648830275982618 + ], + "opposite_logprob_tokens": [ + -5.379648685455322 + ], + "logprob_reward": -0.004648830275982618, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004648830275982618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3332902491092682, + 0.12025560438632965, + 0.05313170328736305, + 0.034625113010406494, + 0.052983690053224564, + 0.03433781862258911, + 0.1251988708972931, + 0.02348618395626545, + 0.1434262990951538, + 0.07926442474126816 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.004648830275982618 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643004111945629 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643004111945629, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643004111945629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15267987549304962, + 0.24203400313854218, + 0.09605377167463303, + 0.04498334974050522, + 0.03972165659070015, + 0.04111963137984276, + 0.04950430989265442, + 0.05429708957672119, + 0.2112291008234024, + 0.06837722659111023 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.008643004111945629 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779990650713444 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.009779990650713444, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779990650713444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24153795838356018, + 0.23053860664367676, + 0.07751787453889847, + 0.020262496545910835, + 0.05816447362303734, + 0.04352610558271408, + 0.040011245757341385, + 0.029354838654398918, + 0.15096229314804077, + 0.10812407732009888 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.009779990650713444 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865523427724838 + ], + "opposite_logprob_tokens": [ + -3.0486552715301514 + ], + "logprob_reward": -0.04865523427724838, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865523427724838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3721959888935089, + 0.12708687782287598, + 0.03688427060842514, + 0.056500136852264404, + 0.02669469267129898, + 0.04237346723675728, + 0.07058775424957275, + 0.03120327927172184, + 0.1212962195277214, + 0.11517731845378876 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04865523427724838 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.", + "seed": 30526, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_2/index_8889_seed_30526_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03492982573807239, + "vlm_logprob": -0.03492982573807239, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.03492982573807239, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05947764590382576 + ], + "opposite_logprob_tokens": [ + -2.9344775676727295 + ], + "logprob_reward": -0.05947764590382576, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05947764590382576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1524154394865036, + 0.08820263296365738, + 0.13339583575725555, + 0.1018962636590004, + 0.10720137506723404, + 0.058465320616960526, + 0.07596588134765625, + 0.17881491780281067, + 0.07310597598552704, + 0.030536416918039322 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.05947764590382576 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962679628282785 + ], + "opposite_logprob_tokens": [ + -5.13096284866333 + ], + "logprob_reward": -0.005962679628282785, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962679628282785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10837873071432114, + 0.0848487913608551, + 0.08555826544761658, + 0.08647018671035767, + 0.05796213448047638, + 0.12687408924102783, + 0.11219783127307892, + 0.28120726346969604, + 0.026586394757032394, + 0.02991628088057041 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.005962679628282785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634864654392004 + ], + "opposite_logprob_tokens": [ + -4.88263463973999 + ], + "logprob_reward": -0.007634864654392004, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634864654392004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22903822362422943, + 0.12572214007377625, + 0.06498803943395615, + 0.06297948956489563, + 0.10366009175777435, + 0.06584194302558899, + 0.11409346759319305, + 0.16077649593353271, + 0.03595627844333649, + 0.03694388270378113 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.007634864654392004 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539708986878395 + ], + "opposite_logprob_tokens": [ + -4.387539863586426 + ], + "logprob_reward": -0.012539708986878395, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539708986878395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17004048824310303, + 0.09238462895154953, + 0.08986794203519821, + 0.1675954908132553, + 0.1735483705997467, + 0.11037032306194305, + 0.053285252302885056, + 0.04502032697200775, + 0.04793206602334976, + 0.04995512217283249 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.012539708986878395 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903422951698303 + ], + "opposite_logprob_tokens": [ + -2.46403431892395 + ], + "logprob_reward": -0.08903422951698303, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903422951698303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34850072860717773, + 0.08559166640043259, + 0.07722947746515274, + 0.048493124544620514, + 0.11473452299833298, + 0.09156641364097595, + 0.06407412141561508, + 0.1185959130525589, + 0.03145698085427284, + 0.019757088273763657 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.08903422951698303 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "minimalist, long, static shot, shot from a horizontal angle, captures the oppressive, pure darkness of the deep sea, thick as ink. A spherical, grayish-white research submersible, its matte, heavy-duty titanium hull marked only by a small, solid circular window and barely perceptible panel seams, descends gracefully and silently at a steady, almost imperceptible pace. A powerful searchlight mounted on its front projects a highly focused, cold, white beam, like a sharp scalpel, decisively slicing through the endless darkness, becoming the sole source of light and movement in the frame. Within this beam, countless suspended, dust-like particles of marine snow are illuminated, slowly tumbling and drifting, imbuing the void with a subtle depth and texture. The entire picture presents the ultimate simplicity and timelessness of Hiroshi Sugimoto's photographs. While capturing realistic details, the cinematic lens deliberately retains subtle film grain and high noise, creating a deep sense of loneliness, quiet contemplation and sublime fear of facing the unknown, as if it were an eternal moment frozen in time with high ISO black and white film.", + "seed": 30527, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_2/index_8889_seed_30527_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11029833434149623, + "vlm_logprob": -0.11029833434149623, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.11029833434149623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2604937255382538 + ], + "opposite_logprob_tokens": [ + -1.5104937553405762 + ], + "logprob_reward": -0.2604937255382538, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2604937255382538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17993386089801788, + 0.04994518309831619, + 0.03462803363800049, + 0.028112536296248436, + 0.03419795632362366, + 0.037769511342048645, + 0.35490238666534424, + 0.18329887092113495, + 0.07261576503515244, + 0.024595871567726135 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.2604937255382538 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653576295822859 + ], + "opposite_logprob_tokens": [ + -5.379653453826904 + ], + "logprob_reward": -0.004653576295822859, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653576295822859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21093685925006866, + 0.1409495323896408, + 0.06226727366447449, + 0.03614278882741928, + 0.0446133054792881, + 0.1090674176812172, + 0.11464039981365204, + 0.11416376382112503, + 0.1108773946762085, + 0.05634130910038948 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.004653576295822859 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072357073426247 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072357073426247, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072357073426247, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23425637185573578, + 0.11041086912155151, + 0.034582994878292084, + 0.02650732547044754, + 0.02654869295656681, + 0.045425258576869965, + 0.08250464498996735, + 0.2408202886581421, + 0.12079016864299774, + 0.07815341651439667 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.016072357073426247 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818695291876793 + ], + "opposite_logprob_tokens": [ + -4.018187046051025 + ], + "logprob_reward": -0.01818695291876793, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818695291876793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21963226795196533, + 0.056230176240205765, + 0.039971157908439636, + 0.047515373677015305, + 0.02523133158683777, + 0.04111197963356972, + 0.15468661487102509, + 0.29017218947410583, + 0.05304265022277832, + 0.07240624725818634 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.01818695291876793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in the deep sea characterized by oppressive, pure darkness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a spherical, grayish-white research submersible with a matte titanium hull visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the submersible descend at a steady, almost imperceptible pace while emitting a focused white searchlight beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are marine snow particles visible within the searchlight beam, slowly tumbling and drifting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in black and white with visible film grain and high noise?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520850598812103 + ], + "opposite_logprob_tokens": [ + -1.5020850896835327 + ], + "logprob_reward": -0.2520850598812103, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520850598812103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1217474490404129, + 0.055388081818819046, + 0.04019943252205849, + 0.02932332269847393, + 0.02931227535009384, + 0.05413563549518585, + 0.31734731793403625, + 0.23855464160442352, + 0.03689263015985489, + 0.07709930092096329 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.2520850598812103 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_3/index_tensor([1721, 1721])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_3/index_tensor([1721, 1721])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8d0606e88ed298eb381cfab3b3ae4abd7cc28810 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_3/index_tensor([1721, 1721])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Captured from a first-person perspective, captured in stunning CGI macro photography, the camera maintains a static, extremely close-up perspective as a hand deliberately forms a sharp, beaked crane fist. Every minute detail is rendered with surrealism: the subtle tension of the tendons on the back of the palm, the faint pores in the skin, and the way the four fingertips and thumb are pressed together with immense, visible force to create a single, hardened point. Directly in front of the fist lies a massive, perfectly polished block of jet-black obsidian. Its smooth, mirrored surface reflects a distorted image of the approaching hand in the stark, high-contrast lighting of the otherwise dark and indeterminate space. The fist strikes forward with swift, decisive force, and at the moment of impact, the scene shifts into extreme slow motion. A brilliant central explosion of pure white and electric blue light erupts from deep within the obsidian block, not fire, but an encompassing nova of primal energy. At the same time, starting from the point of contact, a network of microscopic, luminous cracks spread outward across the stone’s dark surface, each crack capturing the glow within and spreading like lightning frozen in glass, creating an atmosphere of powerful and visceral concentrated energy.", + "seed": 12483, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_3/index_1721_seed_12483_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11161197964102029, + "vlm_logprob": -0.11161197964102029, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.11161197964102029, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05614703893661499 + ], + "opposite_logprob_tokens": [ + -3.0561470985412598 + ], + "logprob_reward": -0.05614703893661499, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05614703893661499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14962175488471985, + 0.058993395417928696, + 0.2180165797472, + 0.04072178155183792, + 0.04932810366153717, + 0.07619820535182953, + 0.1400119960308075, + 0.17771360278129578, + 0.025853971019387245, + 0.06354063749313354 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.05614703893661499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018214579671621323 + ], + "opposite_logprob_tokens": [ + -4.018214702606201 + ], + "logprob_reward": -0.018214579671621323, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018214579671621323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12154234945774078, + 0.07121989130973816, + 0.042895711958408356, + 0.07185117155313492, + 0.045611537992954254, + 0.12803184986114502, + 0.2025955319404602, + 0.1295517086982727, + 0.10126226395368576, + 0.08543798327445984 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.018214579671621323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25213733315467834 + ], + "opposite_logprob_tokens": [ + -1.502137303352356 + ], + "logprob_reward": -0.25213733315467834, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25213733315467834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14599357545375824, + 0.03967059776186943, + 0.06826343387365341, + 0.08000556379556656, + 0.03440597280859947, + 0.09280303865671158, + 0.33814921975135803, + 0.12433073669672012, + 0.03512163087725639, + 0.041256219148635864 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.25213733315467834 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951658822596073 + ], + "opposite_logprob_tokens": [ + -5.130951881408691 + ], + "logprob_reward": -0.005951658822596073, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951658822596073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1848335713148117, + 0.03237224742770195, + 0.07902595400810242, + 0.10440211743116379, + 0.03382871299982071, + 0.08411460369825363, + 0.2061343938112259, + 0.13121068477630615, + 0.08446728438138962, + 0.05961047112941742 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.005951658822596073 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22560928761959076 + ], + "opposite_logprob_tokens": [ + -1.600609302520752 + ], + "logprob_reward": -0.22560928761959076, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22560928761959076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12410419434309006, + 0.027146466076374054, + 0.09088954329490662, + 0.06932157278060913, + 0.03169142082333565, + 0.05300559848546982, + 0.12679007649421692, + 0.1324046403169632, + 0.19045162200927734, + 0.1541949063539505 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.22560928761959076 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured from a first-person perspective, captured in stunning CGI macro photography, the camera maintains a static, extremely close-up perspective as a hand deliberately forms a sharp, beaked crane fist. Every minute detail is rendered with surrealism: the subtle tension of the tendons on the back of the palm, the faint pores in the skin, and the way the four fingertips and thumb are pressed together with immense, visible force to create a single, hardened point. Directly in front of the fist lies a massive, perfectly polished block of jet-black obsidian. Its smooth, mirrored surface reflects a distorted image of the approaching hand in the stark, high-contrast lighting of the otherwise dark and indeterminate space. The fist strikes forward with swift, decisive force, and at the moment of impact, the scene shifts into extreme slow motion. A brilliant central explosion of pure white and electric blue light erupts from deep within the obsidian block, not fire, but an encompassing nova of primal energy. At the same time, starting from the point of contact, a network of microscopic, luminous cracks spread outward across the stone’s dark surface, each crack capturing the glow within and spreading like lightning frozen in glass, creating an atmosphere of powerful and visceral concentrated energy.", + "seed": 12484, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_3/index_1721_seed_12484_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04271038779988885, + "vlm_logprob": -0.04271038779988885, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.04271038779988885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03301899507641792 + ], + "opposite_logprob_tokens": [ + -3.6580190658569336 + ], + "logprob_reward": -0.03301899507641792, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03301899507641792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09949319809675217, + 0.058451104909181595, + 0.07133709639310837, + 0.05564442649483681, + 0.07240273803472519, + 0.05052010342478752, + 0.36749979853630066, + 0.1404072791337967, + 0.04483739659190178, + 0.03940681740641594 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.03301899507641792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020609283819794655 + ], + "opposite_logprob_tokens": [ + -3.8956093788146973 + ], + "logprob_reward": -0.020609283819794655, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020609283819794655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06234002485871315, + 0.08868785202503204, + 0.026962868869304657, + 0.02964680641889572, + 0.02507700026035309, + 0.06115485355257988, + 0.658598780632019, + 0.026606518775224686, + 0.009929437190294266, + 0.010995852760970592 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.020609283819794655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496896430850029 + ], + "opposite_logprob_tokens": [ + -2.929969072341919 + ], + "logprob_reward": -0.05496896430850029, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496896430850029, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06601434201002121, + 0.06166243925690651, + 0.06090972200036049, + 0.044811416417360306, + 0.023917395621538162, + 0.06766540557146072, + 0.5992370247840881, + 0.04260459914803505, + 0.014081151224672794, + 0.019096480682492256 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.05496896430850029 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464016804471612 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.00464016804471612, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464016804471612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09930817037820816, + 0.10746484994888306, + 0.03956723213195801, + 0.03386548161506653, + 0.017596865072846413, + 0.07122132182121277, + 0.4654541611671448, + 0.07767292112112045, + 0.05960742384195328, + 0.028241587802767754 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.00464016804471612 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031452775001526 + ], + "opposite_logprob_tokens": [ + -2.3503146171569824 + ], + "logprob_reward": -0.10031452775001526, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031452775001526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05168626829981804, + 0.09287817776203156, + 0.05107830837368965, + 0.03192693367600441, + 0.011938675306737423, + 0.04573812708258629, + 0.3255304992198944, + 0.1753031611442566, + 0.1257069706916809, + 0.08821286261081696 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.10031452775001526 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured from a first-person perspective, captured in stunning CGI macro photography, the camera maintains a static, extremely close-up perspective as a hand deliberately forms a sharp, beaked crane fist. Every minute detail is rendered with surrealism: the subtle tension of the tendons on the back of the palm, the faint pores in the skin, and the way the four fingertips and thumb are pressed together with immense, visible force to create a single, hardened point. Directly in front of the fist lies a massive, perfectly polished block of jet-black obsidian. Its smooth, mirrored surface reflects a distorted image of the approaching hand in the stark, high-contrast lighting of the otherwise dark and indeterminate space. The fist strikes forward with swift, decisive force, and at the moment of impact, the scene shifts into extreme slow motion. A brilliant central explosion of pure white and electric blue light erupts from deep within the obsidian block, not fire, but an encompassing nova of primal energy. At the same time, starting from the point of contact, a network of microscopic, luminous cracks spread outward across the stone’s dark surface, each crack capturing the glow within and spreading like lightning frozen in glass, creating an atmosphere of powerful and visceral concentrated energy.", + "seed": 12485, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_3/index_1721_seed_12485_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04199180835857987, + "vlm_logprob": -0.04199180835857987, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04199180835857987, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024682121351361275 + ], + "opposite_logprob_tokens": [ + -4.14968204498291 + ], + "logprob_reward": -0.024682121351361275, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.024682121351361275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2474694699048996, + 0.04520290717482567, + 0.2967263162136078, + 0.1358155906200409, + 0.024696968495845795, + 0.06630662083625793, + 0.04554023966193199, + 0.034261420369148254, + 0.021226713433861732, + 0.0827537328004837 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.024682121351361275 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023322081193327904 + ], + "opposite_logprob_tokens": [ + -3.773322105407715 + ], + "logprob_reward": -0.023322081193327904, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023322081193327904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12332919985055923, + 0.05251867324113846, + 0.11209027469158173, + 0.5413709878921509, + 0.033870089799165726, + 0.04110075160861015, + 0.020629702135920525, + 0.029180366545915604, + 0.02154739946126938, + 0.02436259761452675 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.023322081193327904 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910238742828369 + ], + "opposite_logprob_tokens": [ + -2.464102268218994 + ], + "logprob_reward": -0.08910238742828369, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910238742828369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3481237590312958, + 0.09989131987094879, + 0.1965472400188446, + 0.1499534547328949, + 0.08762544393539429, + 0.03078826330602169, + 0.025652481243014336, + 0.019067000597715378, + 0.024441711604595184, + 0.017909329384565353 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.08910238742828369 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028232974000275135 + ], + "opposite_logprob_tokens": [ + -5.877823352813721 + ], + "logprob_reward": -0.0028232974000275135, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028232974000275135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19176015257835388, + 0.13114093244075775, + 0.2530748248100281, + 0.03235611692070961, + 0.05466150492429733, + 0.08251909911632538, + 0.05412091687321663, + 0.07733437418937683, + 0.03647985681891441, + 0.08655218780040741 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.0028232974000275135 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002915441989899 + ], + "opposite_logprob_tokens": [ + -2.6950292587280273 + ], + "logprob_reward": -0.07002915441989899, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002915441989899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08891572803258896, + 0.0907042846083641, + 0.22157001495361328, + 0.1486492156982422, + 0.034619078040122986, + 0.08587116003036499, + 0.062179528176784515, + 0.05193399265408516, + 0.034940674901008606, + 0.1806163638830185 + ], + "top_frames": [ + 2, + 9, + 3 + ], + "selected_reward": -0.07002915441989899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Captured from a first-person perspective, captured in stunning CGI macro photography, the camera maintains a static, extremely close-up perspective as a hand deliberately forms a sharp, beaked crane fist. Every minute detail is rendered with surrealism: the subtle tension of the tendons on the back of the palm, the faint pores in the skin, and the way the four fingertips and thumb are pressed together with immense, visible force to create a single, hardened point. Directly in front of the fist lies a massive, perfectly polished block of jet-black obsidian. Its smooth, mirrored surface reflects a distorted image of the approaching hand in the stark, high-contrast lighting of the otherwise dark and indeterminate space. The fist strikes forward with swift, decisive force, and at the moment of impact, the scene shifts into extreme slow motion. A brilliant central explosion of pure white and electric blue light erupts from deep within the obsidian block, not fire, but an encompassing nova of primal energy. At the same time, starting from the point of contact, a network of microscopic, luminous cracks spread outward across the stone’s dark surface, each crack capturing the glow within and spreading like lightning frozen in glass, creating an atmosphere of powerful and visceral concentrated energy.", + "seed": 12486, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_3/index_1721_seed_12486_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.19643024019896985, + "vlm_logprob": -0.19643024019896985, + "vlm_yes_no_margin": 2.174999988079071, + "vlm_token_credit": -0.19643024019896985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06088275462388992 + ], + "opposite_logprob_tokens": [ + -3.060882806777954 + ], + "logprob_reward": -0.06088275462388992, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06088275462388992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14989879727363586, + 0.06875558197498322, + 0.0561317577958107, + 0.04367606341838837, + 0.07193345576524734, + 0.02590864710509777, + 0.4391056299209595, + 0.03975464031100273, + 0.0550399050116539, + 0.04979551210999489 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.06088275462388992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0891156867146492 + ], + "opposite_logprob_tokens": [ + -2.464115619659424 + ], + "logprob_reward": -0.0891156867146492, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0891156867146492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06913895905017853, + 0.03271518647670746, + 0.060362640768289566, + 0.0389193594455719, + 0.03503753989934921, + 0.03729651868343353, + 0.5808290243148804, + 0.08671601116657257, + 0.025567790493369102, + 0.0334169901907444 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.0891156867146492 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3871189057826996 + ], + "opposite_logprob_tokens": [ + -1.137118935585022 + ], + "logprob_reward": -0.3871189057826996, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3871189057826996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35761067271232605, + 0.034585095942020416, + 0.08754058182239532, + 0.04416149854660034, + 0.11713365465402603, + 0.017711715772747993, + 0.1663803905248642, + 0.1045067310333252, + 0.02968122810125351, + 0.040688492357730865 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.3871189057826996 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608443818986416 + ], + "opposite_logprob_tokens": [ + -4.141084671020508 + ], + "logprob_reward": -0.01608443818986416, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608443818986416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26836010813713074, + 0.030676595866680145, + 0.08338618278503418, + 0.02611733414232731, + 0.03700532764196396, + 0.026396268978714943, + 0.37373313307762146, + 0.06405098736286163, + 0.02851761318743229, + 0.06175648421049118 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.01608443818986416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot from a first-person perspective with a static, extremely close-up camera angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a hand form a sharp, beaked crane fist with visible tendon tension and pressed fingertips?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive, perfectly polished block of jet-black obsidian visible directly in front of the fist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a brilliant explosion of pure white and electric blue light erupting from the obsidian upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do microscopic, luminous cracks spread outward from the impact point across the obsidian surface in slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42894941568374634 + ], + "opposite_logprob_tokens": [ + -1.0539493560791016 + ], + "logprob_reward": -0.42894941568374634, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.42894941568374634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26575562357902527, + 0.02773359976708889, + 0.07769036293029785, + 0.02649543620646, + 0.04436833783984184, + 0.0365033894777298, + 0.26880139112472534, + 0.03218570351600647, + 0.10912757366895676, + 0.11133862286806107 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.42894941568374634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_4/index_tensor([3179, 3179])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_4/index_tensor([3179, 3179])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4658d14bdc1cb688a865f3cdf7bcb330b3d31387 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_4/index_tensor([3179, 3179])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, filmed from a low angle, pans steadily to the right to capture a bizarre action scene. In a room of intensely saturated color and exquisite detail, its crimson walls adorned with intricate gold damask patterns, a vintage cream-colored window air conditioner with a brass grille and antique knobs rests on the polished dark hardwood floor. Suddenly, with a sharp metallic scraping sound, four slender, polished metal legs thrust forth from its base. Finding its balance, the unwieldy machine begins a frantic escape with unprecedented agility. It scurries recklessly across the polished floor, its body swaying from side to side, its black power cord trailing and bouncing behind it like a frightened tail. An ornate desk lamp casts a warm, focused light, creating sharp highlights on the air conditioner's newly formed metal legs and the floor, while lengthening the eerie shadow it casts as it moves across the room. The entire scene is imbued with a surreal tension and a sense of absurd drama.", + "seed": 9564, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_4/index_3179_seed_9564_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0437058337032795, + "vlm_logprob": -0.0437058337032795, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.0437058337032795, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018543105572462082 + ], + "opposite_logprob_tokens": [ + -4.018543243408203 + ], + "logprob_reward": -0.018543105572462082, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018543105572462082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13111187517642975, + 0.06151137873530388, + 0.0417804978787899, + 0.062404122203588486, + 0.06171737238764763, + 0.43084773421287537, + 0.02650829404592514, + 0.094277024269104, + 0.039351899176836014, + 0.050489846616983414 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.018543105572462082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038118183612823486 + ], + "opposite_logprob_tokens": [ + -3.2881181240081787 + ], + "logprob_reward": -0.038118183612823486, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038118183612823486, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07264410704374313, + 0.02260001003742218, + 0.04040004312992096, + 0.0925404354929924, + 0.04592757299542427, + 0.504150927066803, + 0.0250947717577219, + 0.11201354116201401, + 0.037744101136922836, + 0.04688454419374466 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.038118183612823486 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204918026924133 + ], + "opposite_logprob_tokens": [ + -2.812049150466919 + ], + "logprob_reward": -0.06204918026924133, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204918026924133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03985140845179558, + 0.015480845235288143, + 0.012845552526414394, + 0.47433048486709595, + 0.02263110876083374, + 0.3090778887271881, + 0.035499174147844315, + 0.05252053216099739, + 0.017842592671513557, + 0.01992042176425457 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.06204918026924133 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029809661209583282 + ], + "opposite_logprob_tokens": [ + -3.5298097133636475 + ], + "logprob_reward": -0.029809661209583282, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029809661209583282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030578400939702988, + 0.010269633494317532, + 0.01594429463148117, + 0.23125441372394562, + 0.026704862713813782, + 0.5859432816505432, + 0.021740296855568886, + 0.0341162346303463, + 0.029716089367866516, + 0.013732503168284893 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.029809661209583282 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000903785228729 + ], + "opposite_logprob_tokens": [ + -2.6950089931488037 + ], + "logprob_reward": -0.07000903785228729, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000903785228729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03631579503417015, + 0.018066102638840675, + 0.018201561644673347, + 0.3044987916946411, + 0.013800670392811298, + 0.03238411992788315, + 0.03562590479850769, + 0.38281863927841187, + 0.03647918626666069, + 0.1218092292547226 + ], + "top_frames": [ + 7, + 3, + 9 + ], + "selected_reward": -0.07000903785228729 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a low angle, pans steadily to the right to capture a bizarre action scene. In a room of intensely saturated color and exquisite detail, its crimson walls adorned with intricate gold damask patterns, a vintage cream-colored window air conditioner with a brass grille and antique knobs rests on the polished dark hardwood floor. Suddenly, with a sharp metallic scraping sound, four slender, polished metal legs thrust forth from its base. Finding its balance, the unwieldy machine begins a frantic escape with unprecedented agility. It scurries recklessly across the polished floor, its body swaying from side to side, its black power cord trailing and bouncing behind it like a frightened tail. An ornate desk lamp casts a warm, focused light, creating sharp highlights on the air conditioner's newly formed metal legs and the floor, while lengthening the eerie shadow it casts as it moves across the room. The entire scene is imbued with a surreal tension and a sense of absurd drama.", + "seed": 9565, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_4/index_3179_seed_9565_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.043062301352620125, + "vlm_logprob": -0.043062301352620125, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.043062301352620125, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04355153441429138 + ], + "opposite_logprob_tokens": [ + -3.168551445007324 + ], + "logprob_reward": -0.04355153441429138, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04355153441429138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6596685647964478, + 0.02289647050201893, + 0.10594765096902847, + 0.01300185639411211, + 0.01992679014801979, + 0.00911155715584755, + 0.01877148076891899, + 0.1241309717297554, + 0.013215597718954086, + 0.01332912314683199 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.04355153441429138 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029813941568136215 + ], + "opposite_logprob_tokens": [ + -3.5298140048980713 + ], + "logprob_reward": -0.029813941568136215, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029813941568136215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5554694533348083, + 0.07490857690572739, + 0.10099299997091293, + 0.0181394275277853, + 0.0334915891289711, + 0.015071387402713299, + 0.042104385793209076, + 0.052451908588409424, + 0.07560727745294571, + 0.031762976199388504 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.029813941568136215 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865318909287453 + ], + "opposite_logprob_tokens": [ + -3.0486531257629395 + ], + "logprob_reward": -0.04865318909287453, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865318909287453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3954172134399414, + 0.057553280144929886, + 0.08748753368854523, + 0.033827051520347595, + 0.019451379776000977, + 0.018484851345419884, + 0.046082984656095505, + 0.22792093455791473, + 0.07257713377475739, + 0.04119767248630524 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.04865318909287453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291917517781258 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291917517781258, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291917517781258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6798906922340393, + 0.060159191489219666, + 0.03652035817503929, + 0.033475857228040695, + 0.020755408331751823, + 0.032456204295158386, + 0.02975155971944332, + 0.08302909880876541, + 0.015921127051115036, + 0.008040493354201317 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.023291917517781258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000092417001724 + ], + "opposite_logprob_tokens": [ + -2.6950008869171143 + ], + "logprob_reward": -0.07000092417001724, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000092417001724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3286910355091095, + 0.046116285026073456, + 0.06467528641223907, + 0.04007992893457413, + 0.03864765912294388, + 0.033912334591150284, + 0.2263939380645752, + 0.09614398330450058, + 0.10025898367166519, + 0.025080537423491478 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.07000092417001724 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a low angle, pans steadily to the right to capture a bizarre action scene. In a room of intensely saturated color and exquisite detail, its crimson walls adorned with intricate gold damask patterns, a vintage cream-colored window air conditioner with a brass grille and antique knobs rests on the polished dark hardwood floor. Suddenly, with a sharp metallic scraping sound, four slender, polished metal legs thrust forth from its base. Finding its balance, the unwieldy machine begins a frantic escape with unprecedented agility. It scurries recklessly across the polished floor, its body swaying from side to side, its black power cord trailing and bouncing behind it like a frightened tail. An ornate desk lamp casts a warm, focused light, creating sharp highlights on the air conditioner's newly formed metal legs and the floor, while lengthening the eerie shadow it casts as it moves across the room. The entire scene is imbued with a surreal tension and a sense of absurd drama.", + "seed": 9566, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_4/index_3179_seed_9566_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03210013061761856, + "vlm_logprob": -0.03210013061761856, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.03210013061761856, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02359502948820591 + ], + "opposite_logprob_tokens": [ + -3.773595094680786 + ], + "logprob_reward": -0.02359502948820591, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02359502948820591, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3076801002025604, + 0.08563509583473206, + 0.04634128138422966, + 0.24355541169643402, + 0.06557240337133408, + 0.11185672134160995, + 0.049910157918930054, + 0.05262844264507294, + 0.01693691872060299, + 0.01988346315920353 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.02359502948820591 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059316821396351 + ], + "opposite_logprob_tokens": [ + -3.8955931663513184 + ], + "logprob_reward": -0.02059316821396351, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059316821396351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12776699662208557, + 0.15040774643421173, + 0.049601078033447266, + 0.3609059453010559, + 0.09739702194929123, + 0.07296787947416306, + 0.033611688762903214, + 0.06902781873941422, + 0.017449699342250824, + 0.020864183083176613 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.02059316821396351 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054945945739746094 + ], + "opposite_logprob_tokens": [ + -2.929945945739746 + ], + "logprob_reward": -0.054945945739746094, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054945945739746094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1685875952243805, + 0.061924804002046585, + 0.09683029353618622, + 0.14057724177837372, + 0.14355990290641785, + 0.11073397845029831, + 0.0447789691388607, + 0.12146895378828049, + 0.03571121767163277, + 0.07582708448171616 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.054945945739746094 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285161703824997 + ], + "opposite_logprob_tokens": [ + -3.773285150527954 + ], + "logprob_reward": -0.023285161703824997, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285161703824997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0989532321691513, + 0.028517384082078934, + 0.04755562171339989, + 0.40396934747695923, + 0.13142719864845276, + 0.1438353806734085, + 0.056436385959386826, + 0.04698046296834946, + 0.02458796836435795, + 0.017736971378326416 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.023285161703824997 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038081347942352295 + ], + "opposite_logprob_tokens": [ + -3.288081407546997 + ], + "logprob_reward": -0.038081347942352295, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038081347942352295, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16734638810157776, + 0.03255900368094444, + 0.03179771825671196, + 0.2301623672246933, + 0.23494122922420502, + 0.2543201148509979, + 0.011541765183210373, + 0.017544014379382133, + 0.012358959764242172, + 0.007428380195051432 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.038081347942352295 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a low angle, pans steadily to the right to capture a bizarre action scene. In a room of intensely saturated color and exquisite detail, its crimson walls adorned with intricate gold damask patterns, a vintage cream-colored window air conditioner with a brass grille and antique knobs rests on the polished dark hardwood floor. Suddenly, with a sharp metallic scraping sound, four slender, polished metal legs thrust forth from its base. Finding its balance, the unwieldy machine begins a frantic escape with unprecedented agility. It scurries recklessly across the polished floor, its body swaying from side to side, its black power cord trailing and bouncing behind it like a frightened tail. An ornate desk lamp casts a warm, focused light, creating sharp highlights on the air conditioner's newly formed metal legs and the floor, while lengthening the eerie shadow it casts as it moves across the room. The entire scene is imbued with a surreal tension and a sense of absurd drama.", + "seed": 9567, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_4/index_3179_seed_9567_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06008665710687637, + "vlm_logprob": -0.06008665710687637, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.06008665710687637, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05575025454163551 + ], + "opposite_logprob_tokens": [ + -2.9307503700256348 + ], + "logprob_reward": -0.05575025454163551, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05575025454163551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1649761199951172, + 0.0741741806268692, + 0.04023092985153198, + 0.09212375432252884, + 0.09437763690948486, + 0.07334400713443756, + 0.11568194627761841, + 0.13214893639087677, + 0.05436895042657852, + 0.15857356786727905 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.05575025454163551 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371585160493851 + ], + "opposite_logprob_tokens": [ + -3.4087159633636475 + ], + "logprob_reward": -0.03371585160493851, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371585160493851, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16408731043338776, + 0.07511861622333527, + 0.028899837285280228, + 0.04392261058092117, + 0.048622794449329376, + 0.07709969580173492, + 0.10726252943277359, + 0.05460648983716965, + 0.0772649347782135, + 0.32311519980430603 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.03371585160493851 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054957907646894455 + ], + "opposite_logprob_tokens": [ + -2.929957866668701 + ], + "logprob_reward": -0.054957907646894455, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054957907646894455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09258852899074554, + 0.10678068548440933, + 0.029489221051335335, + 0.048564743250608444, + 0.05681896209716797, + 0.29346364736557007, + 0.06460882723331451, + 0.06483333557844162, + 0.11778143048286438, + 0.12507064640522003 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.054957907646894455 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296162754297256 + ], + "opposite_logprob_tokens": [ + -2.237961530685425 + ], + "logprob_reward": -0.11296162754297256, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296162754297256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2907276451587677, + 0.07738544046878815, + 0.05980190262198448, + 0.08692838251590729, + 0.05546259507536888, + 0.08351374417543411, + 0.11895278841257095, + 0.05309509113430977, + 0.07561495900154114, + 0.098517507314682 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.11296162754297256 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a vintage cream-colored window air conditioner with a brass grille and antique knobs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do four slender, polished metal legs thrust forth from the base of the air conditioner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the air conditioner scurry across the polished dark hardwood floor with its body swaying from side to side?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the room characterized by intensely saturated crimson walls adorned with intricate gold damask patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan steadily to the right while filming from a low angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043047644197940826 + ], + "opposite_logprob_tokens": [ + -3.1680476665496826 + ], + "logprob_reward": -0.043047644197940826, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043047644197940826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11461317539215088, + 0.03133068606257439, + 0.03611459210515022, + 0.04087751731276512, + 0.05967399477958679, + 0.12866368889808655, + 0.20754966139793396, + 0.20373116433620453, + 0.09079373627901077, + 0.08665178716182709 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.043047644197940826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_5/index_tensor([3689, 3689])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_5/index_tensor([3689, 3689])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..20cf7ced44fefa0e9987a47827ed4339bb2d0ea7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_5/index_tensor([3689, 3689])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle medium shot plunges us into the gloomy depths of an abandoned, Gothic-style factory. A lone guard, with a shaved head and a steely expression, wears a dark, oil-stained, rough work uniform, his muscles tense with exertion. With immense effort and trembling, he lifts a single, heavily corroded iron dumbbell, its reddish-brown rust faintly visible in the dim light. The entire movement is captured in a slightly stuttering, frame-by-frame animation, each minute lift of his arm a separate, labored frame, underscoring the immense weight of the movement and the struggle it evokes. Against the backdrop of a towering, dilapidated structure with pointed arches, a cold, dusty moonlight slants through a shattered window high above, precisely illuminating his sweat-stained face, contorted by the exertion, and casting deep, thick shadows around him. The entire scene is painted in a cool, industrial grey and dark blue palette, with only the rust and the shimmer of light reflected off the skin bringing a hint of warmth, creating a surreal atmosphere that is both oppressive and full of gritty determination.", + "seed": 15731, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_5/index_3689_seed_15731_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.017861810978502035, + "vlm_logprob": -0.017861810978502035, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.017861810978502035, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013887091539800167 + ], + "opposite_logprob_tokens": [ + -4.38888692855835 + ], + "logprob_reward": -0.013887091539800167, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013887091539800167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20280605554580688, + 0.06935960799455643, + 0.04338692128658295, + 0.18428614735603333, + 0.12994755804538727, + 0.06736432760953903, + 0.1309310644865036, + 0.03808657452464104, + 0.08461304008960724, + 0.04921872541308403 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.013887091539800167 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647849783301353 + ], + "opposite_logprob_tokens": [ + -4.758647918701172 + ], + "logprob_reward": -0.008647849783301353, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647849783301353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09961213916540146, + 0.06268986314535141, + 0.050775859504938126, + 0.11283577978610992, + 0.0844743475317955, + 0.18131627142429352, + 0.14134417474269867, + 0.14773288369178772, + 0.05597537383437157, + 0.0632433295249939 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.008647849783301353 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307207837700844 + ], + "opposite_logprob_tokens": [ + -3.168071985244751 + ], + "logprob_reward": -0.04307207837700844, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307207837700844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048248618841171265, + 0.05057581514120102, + 0.03998630866408348, + 0.0779624655842781, + 0.23434613645076752, + 0.24383170902729034, + 0.18439042568206787, + 0.07219014316797256, + 0.02300536446273327, + 0.02546297200024128 + ], + "top_frames": [ + 5, + 4, + 6 + ], + "selected_reward": -0.04307207837700844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632025051862001 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632025051862001, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632025051862001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11354991048574448, + 0.06689338386058807, + 0.05860922485589981, + 0.10403073579072952, + 0.09304273128509521, + 0.15923583507537842, + 0.12997445464134216, + 0.0863289088010788, + 0.14667567610740662, + 0.041659120470285416 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.007632025051862001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070010140538216 + ], + "opposite_logprob_tokens": [ + -4.1410698890686035 + ], + "logprob_reward": -0.016070010140538216, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070010140538216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1787215769290924, + 0.06651242077350616, + 0.04318830370903015, + 0.07083768397569656, + 0.12594960629940033, + 0.09724801033735275, + 0.14749427139759064, + 0.08610982447862625, + 0.08088667690753937, + 0.1030515730381012 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.016070010140538216 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle medium shot plunges us into the gloomy depths of an abandoned, Gothic-style factory. A lone guard, with a shaved head and a steely expression, wears a dark, oil-stained, rough work uniform, his muscles tense with exertion. With immense effort and trembling, he lifts a single, heavily corroded iron dumbbell, its reddish-brown rust faintly visible in the dim light. The entire movement is captured in a slightly stuttering, frame-by-frame animation, each minute lift of his arm a separate, labored frame, underscoring the immense weight of the movement and the struggle it evokes. Against the backdrop of a towering, dilapidated structure with pointed arches, a cold, dusty moonlight slants through a shattered window high above, precisely illuminating his sweat-stained face, contorted by the exertion, and casting deep, thick shadows around him. The entire scene is painted in a cool, industrial grey and dark blue palette, with only the rust and the shimmer of light reflected off the skin bringing a hint of warmth, creating a surreal atmosphere that is both oppressive and full of gritty determination.", + "seed": 15732, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_5/index_3689_seed_15732_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0343245217576623, + "vlm_logprob": -0.0343245217576623, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.0343245217576623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01335920114070177 + ], + "opposite_logprob_tokens": [ + -4.388359069824219 + ], + "logprob_reward": -0.01335920114070177, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01335920114070177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.230878546833992, + 0.05816863849759102, + 0.07600481808185577, + 0.10452304035425186, + 0.023759029805660248, + 0.01806981861591339, + 0.29050102829933167, + 0.0706498771905899, + 0.057355377823114395, + 0.07008977979421616 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.01335920114070177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077283769845963 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077283769845963, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077283769845963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0882987529039383, + 0.022437432780861855, + 0.02819119766354561, + 0.045990969985723495, + 0.016268854960799217, + 0.015524588525295258, + 0.6559856534004211, + 0.05979232117533684, + 0.05866944417357445, + 0.008840766735374928 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.016077283769845963 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294639855623245 + ], + "opposite_logprob_tokens": [ + -2.2379465103149414 + ], + "logprob_reward": -0.11294639855623245, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294639855623245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12308369576931, + 0.024881623685359955, + 0.06816428899765015, + 0.027637263759970665, + 0.037891943007707596, + 0.02435804344713688, + 0.512107789516449, + 0.05553451180458069, + 0.04377856105566025, + 0.08256229013204575 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.11294639855623245 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951184779405594 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951184779405594, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951184779405594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10581999272108078, + 0.02399442158639431, + 0.023522790521383286, + 0.06577795743942261, + 0.021343082189559937, + 0.010052172467112541, + 0.6114778518676758, + 0.0217730812728405, + 0.07191721349954605, + 0.044321417808532715 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.005951184779405594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288540542125702 + ], + "opposite_logprob_tokens": [ + -3.7732884883880615 + ], + "logprob_reward": -0.023288540542125702, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288540542125702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11655294895172119, + 0.016400860622525215, + 0.013441300950944424, + 0.022679444402456284, + 0.021624967455863953, + 0.020266570150852203, + 0.6606804132461548, + 0.045919690281152725, + 0.05304984375834465, + 0.029383942484855652 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.023288540542125702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle medium shot plunges us into the gloomy depths of an abandoned, Gothic-style factory. A lone guard, with a shaved head and a steely expression, wears a dark, oil-stained, rough work uniform, his muscles tense with exertion. With immense effort and trembling, he lifts a single, heavily corroded iron dumbbell, its reddish-brown rust faintly visible in the dim light. The entire movement is captured in a slightly stuttering, frame-by-frame animation, each minute lift of his arm a separate, labored frame, underscoring the immense weight of the movement and the struggle it evokes. Against the backdrop of a towering, dilapidated structure with pointed arches, a cold, dusty moonlight slants through a shattered window high above, precisely illuminating his sweat-stained face, contorted by the exertion, and casting deep, thick shadows around him. The entire scene is painted in a cool, industrial grey and dark blue palette, with only the rust and the shimmer of light reflected off the skin bringing a hint of warmth, creating a surreal atmosphere that is both oppressive and full of gritty determination.", + "seed": 15733, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_5/index_3689_seed_15733_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03584990948438645, + "vlm_logprob": -0.03584990948438645, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.03584990948438645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0385330393910408 + ], + "opposite_logprob_tokens": [ + -3.2885329723358154 + ], + "logprob_reward": -0.0385330393910408, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0385330393910408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19543492794036865, + 0.043177325278520584, + 0.06708602607250214, + 0.1330835223197937, + 0.1190076544880867, + 0.01475535612553358, + 0.11933552473783493, + 0.026811162009835243, + 0.01615171693265438, + 0.2651568353176117 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0385330393910408 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081814765930176 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081814765930176, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081814765930176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1056542918086052, + 0.06906881928443909, + 0.0451539047062397, + 0.06843588501214981, + 0.12479598075151443, + 0.05054954066872597, + 0.10026516765356064, + 0.030482091009616852, + 0.020828591659665108, + 0.38476571440696716 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.011081814765930176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295406520366669 + ], + "opposite_logprob_tokens": [ + -2.2379541397094727 + ], + "logprob_reward": -0.11295406520366669, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295406520366669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16457301378250122, + 0.08088455349206924, + 0.06978204101324081, + 0.033386703580617905, + 0.08636809885501862, + 0.019702017307281494, + 0.05621040612459183, + 0.04246613383293152, + 0.04691701754927635, + 0.3997099995613098 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.11295406520366669 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489089034497738 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489089034497738, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489089034497738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27743497490882874, + 0.07276372611522675, + 0.03186696022748947, + 0.022013816982507706, + 0.025783512741327286, + 0.004195427522063255, + 0.05356403440237045, + 0.009254979901015759, + 0.009098399430513382, + 0.4940241873264313 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.002489089034497738 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191539026796818 + ], + "opposite_logprob_tokens": [ + -4.264191627502441 + ], + "logprob_reward": -0.014191539026796818, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191539026796818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11274991929531097, + 0.06646779179573059, + 0.11932583898305893, + 0.09085645526647568, + 0.03628326952457428, + 0.02372564747929573, + 0.1407448649406433, + 0.040124960243701935, + 0.03231426700949669, + 0.3374069333076477 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.014191539026796818 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle medium shot plunges us into the gloomy depths of an abandoned, Gothic-style factory. A lone guard, with a shaved head and a steely expression, wears a dark, oil-stained, rough work uniform, his muscles tense with exertion. With immense effort and trembling, he lifts a single, heavily corroded iron dumbbell, its reddish-brown rust faintly visible in the dim light. The entire movement is captured in a slightly stuttering, frame-by-frame animation, each minute lift of his arm a separate, labored frame, underscoring the immense weight of the movement and the struggle it evokes. Against the backdrop of a towering, dilapidated structure with pointed arches, a cold, dusty moonlight slants through a shattered window high above, precisely illuminating his sweat-stained face, contorted by the exertion, and casting deep, thick shadows around him. The entire scene is painted in a cool, industrial grey and dark blue palette, with only the rust and the shimmer of light reflected off the skin bringing a hint of warmth, creating a surreal atmosphere that is both oppressive and full of gritty determination.", + "seed": 15734, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_5/index_3689_seed_15734_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05058040879666805, + "vlm_logprob": -0.05058040879666805, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.05058040879666805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0385047048330307 + ], + "opposite_logprob_tokens": [ + -3.2885046005249023 + ], + "logprob_reward": -0.0385047048330307, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0385047048330307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13153599202632904, + 0.10491659492254257, + 0.07881984114646912, + 0.14458277821540833, + 0.041128747165203094, + 0.08706764131784439, + 0.09521909803152084, + 0.09282901138067245, + 0.14529865980148315, + 0.0786016434431076 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.0385047048330307 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647613227367401 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647613227367401, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647613227367401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10121429711580276, + 0.045477550476789474, + 0.042754899710416794, + 0.5375136137008667, + 0.020395498722791672, + 0.030332397669553757, + 0.05779081583023071, + 0.029309744015336037, + 0.05917498096823692, + 0.07603618502616882 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.008647613227367401 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17992311716079712 + ], + "opposite_logprob_tokens": [ + -1.8049230575561523 + ], + "logprob_reward": -0.17992311716079712, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17992311716079712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08322720974683762, + 0.10350445657968521, + 0.05726633593440056, + 0.1366380751132965, + 0.08448668569326401, + 0.1536480188369751, + 0.08257623761892319, + 0.0634210854768753, + 0.16008809208869934, + 0.07514374703168869 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.17992311716079712 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076340362429618835 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.0076340362429618835, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076340362429618835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14285404980182648, + 0.0910784974694252, + 0.08891994506120682, + 0.17821118235588074, + 0.036079853773117065, + 0.10606449842453003, + 0.06272638589143753, + 0.04872867837548256, + 0.13128729164600372, + 0.11404965817928314 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.0076340362429618835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside an abandoned, Gothic-style factory with a towering, dilapidated structure featuring pointed arches?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a lone guard with a shaved head, a steely expression, and a dark, oil-stained, rough work uniform?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the guard lifting a single, heavily corroded iron dumbbell with visible reddish-brown rust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the lighting characterized by cold, dusty moonlight slanting through a shattered window high above, illuminating the guard's face and casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style a static, low-angle medium shot with a cool, industrial grey and dark blue palette, rendered in a slightly stuttering, frame-by-frame animation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819257251918316 + ], + "opposite_logprob_tokens": [ + -4.018192768096924 + ], + "logprob_reward": -0.01819257251918316, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819257251918316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1256432831287384, + 0.04952435567975044, + 0.07835111767053604, + 0.09923169761896133, + 0.03958730027079582, + 0.2234254628419876, + 0.06515944749116898, + 0.0868280753493309, + 0.17127658426761627, + 0.06097264960408211 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.01819257251918316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_6/index_tensor([5817, 5817])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_6/index_tensor([5817, 5817])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a8715db5a7801e3a60e0787b03f3b5f4e8c35eed --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_6/index_tensor([5817, 5817])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium tracking shot, shot from a slightly upward angle, follows an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere.", + "seed": 23058, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_6/index_5817_seed_23058_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.033529927814379336, + "vlm_logprob": -0.033529927814379336, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.033529927814379336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008349748328328133 + ], + "opposite_logprob_tokens": [ + -4.883349895477295 + ], + "logprob_reward": -0.008349748328328133, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.008349748328328133, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32715585827827454, + 0.03747733682394028, + 0.08542979508638382, + 0.06623423099517822, + 0.05788468196988106, + 0.19711348414421082, + 0.13142986595630646, + 0.033904869109392166, + 0.03587113693356514, + 0.02749878168106079 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.008349748328328133 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608983427286148 + ], + "opposite_logprob_tokens": [ + -4.141089916229248 + ], + "logprob_reward": -0.01608983427286148, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608983427286148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6765615344047546, + 0.032999083399772644, + 0.0665942132472992, + 0.03880828991532326, + 0.025165654718875885, + 0.037844907492399216, + 0.023549027740955353, + 0.017899202182888985, + 0.05322886258363724, + 0.027349231764674187 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.01608983427286148 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002159208059311 + ], + "opposite_logprob_tokens": [ + -2.695021629333496 + ], + "logprob_reward": -0.07002159208059311, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002159208059311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2831905782222748, + 0.03153703734278679, + 0.03889625519514084, + 0.05548170953989029, + 0.23344579339027405, + 0.20622014999389648, + 0.038003239780664444, + 0.03816194087266922, + 0.041896551847457886, + 0.03316674008965492 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07002159208059311 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031922117341309786 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031922117341309786, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031922117341309786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10526125878095627, + 0.07362286001443863, + 0.03251980245113373, + 0.03490225970745087, + 0.058373112231492996, + 0.1719721555709839, + 0.28427547216415405, + 0.15826085209846497, + 0.048000268638134, + 0.032811928540468216 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.0031922117341309786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999625265598297 + ], + "opposite_logprob_tokens": [ + -2.6949963569641113 + ], + "logprob_reward": -0.06999625265598297, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999625265598297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16455897688865662, + 0.0380714014172554, + 0.01994691602885723, + 0.06814734637737274, + 0.08257074654102325, + 0.40730148553848267, + 0.054795507341623306, + 0.04711516201496124, + 0.0895223468542099, + 0.027970045804977417 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.06999625265598297 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium tracking shot, shot from a slightly upward angle, follows an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere.", + "seed": 23059, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_6/index_5817_seed_23059_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024239761289209127, + "vlm_logprob": -0.024239761289209127, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.024239761289209127, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00699606304988265 + ], + "opposite_logprob_tokens": [ + -5.131996154785156 + ], + "logprob_reward": -0.00699606304988265, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00699606304988265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09532862156629562, + 0.01922827772796154, + 0.0383555144071579, + 0.20156562328338623, + 0.017688609659671783, + 0.01514439657330513, + 0.020650722086429596, + 0.5599876046180725, + 0.021695008501410484, + 0.010355580598115921 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.00699606304988265 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00596813065931201 + ], + "opposite_logprob_tokens": [ + -5.13096809387207 + ], + "logprob_reward": -0.00596813065931201, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00596813065931201, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03567880392074585, + 0.0388217568397522, + 0.01018915232270956, + 0.2663557827472687, + 0.010167399421334267, + 0.019927050918340683, + 0.014198650605976582, + 0.5571063160896301, + 0.030539819970726967, + 0.01701524667441845 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -0.00596813065931201 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866091161966324 + ], + "opposite_logprob_tokens": [ + -3.04866099357605 + ], + "logprob_reward": -0.04866091161966324, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866091161966324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06401070207357407, + 0.02572512812912464, + 0.03084522671997547, + 0.5147691369056702, + 0.02954087220132351, + 0.023944107815623283, + 0.02590763382613659, + 0.06078209728002548, + 0.19136165082454681, + 0.03311345353722572 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.04866091161966324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046377950347959995 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.0046377950347959995, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046377950347959995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12737002968788147, + 0.0799599140882492, + 0.06839307397603989, + 0.36166515946388245, + 0.03273528814315796, + 0.033547293394804, + 0.05466606095433235, + 0.05383924022316933, + 0.0826203003525734, + 0.10520366579294205 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0046377950347959995 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493590608239174 + ], + "opposite_logprob_tokens": [ + -2.929935932159424 + ], + "logprob_reward": -0.05493590608239174, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493590608239174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24021990597248077, + 0.03810034692287445, + 0.03839768096804619, + 0.35273993015289307, + 0.06680385768413544, + 0.013444510288536549, + 0.03029460646212101, + 0.08524700254201889, + 0.09693380445241928, + 0.03781839832663536 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.05493590608239174 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium tracking shot, shot from a slightly upward angle, follows an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere.", + "seed": 23060, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_6/index_5817_seed_23060_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031757766753435133, + "vlm_logprob": -0.031757766753435133, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.031757766753435133, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009557089768350124 + ], + "opposite_logprob_tokens": [ + -4.759557247161865 + ], + "logprob_reward": -0.009557089768350124, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009557089768350124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21759411692619324, + 0.10121303796768188, + 0.115422323346138, + 0.0483492873609066, + 0.04620080441236496, + 0.03130519762635231, + 0.04596352204680443, + 0.18253949284553528, + 0.08952855318784714, + 0.12188363820314407 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.009557089768350124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012558073736727238 + ], + "opposite_logprob_tokens": [ + -4.3875579833984375 + ], + "logprob_reward": -0.012558073736727238, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012558073736727238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2616724371910095, + 0.19819658994674683, + 0.06665520370006561, + 0.035458799451589584, + 0.08233878761529922, + 0.04215051978826523, + 0.054892972111701965, + 0.1127484142780304, + 0.030979689210653305, + 0.11490657925605774 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.012558073736727238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001559436321259 + ], + "opposite_logprob_tokens": [ + -2.6950156688690186 + ], + "logprob_reward": -0.07001559436321259, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001559436321259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38261184096336365, + 0.07600482553243637, + 0.05733240768313408, + 0.032332830131053925, + 0.03956568241119385, + 0.047168608754873276, + 0.04755556583404541, + 0.15373094379901886, + 0.057991936802864075, + 0.10570545494556427 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.07001559436321259 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635896533727646 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635896533727646, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635896533727646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30434760451316833, + 0.17950700223445892, + 0.06799589842557907, + 0.030514758080244064, + 0.020513692870736122, + 0.0257253460586071, + 0.12018279731273651, + 0.19471681118011475, + 0.013542045839130878, + 0.042954012751579285 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.004635896533727646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202217936515808 + ], + "opposite_logprob_tokens": [ + -2.8120222091674805 + ], + "logprob_reward": -0.06202217936515808, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202217936515808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2334519475698471, + 0.09730982780456543, + 0.062389761209487915, + 0.05552208796143532, + 0.02773459628224373, + 0.02746332436800003, + 0.06796397268772125, + 0.3079967200756073, + 0.03239003196358681, + 0.0877777636051178 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.06202217936515808 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium tracking shot, shot from a slightly upward angle, follows an elderly woman with a face richly wrinkled and furrowed. Her silver-white hair is pulled back in a neat bun, and her deep eyes radiate the wisdom and tranquility of age. She wears a thick, dark purple wool cardigan over an off-white turtleneck sweater. In her right hand, she clutches a dark brown wooden cane, worn smooth by constant use. Leaning slightly forward, she walks slowly along a dirt path winding through an autumn forest. The ground is carpeted with a thick blanket of golden and crimson maple leaves. Her steps are slow and steady, each careful step creating a crisp rustle on the dry, fallen leaves, while the tip of her cane taps rhythmically, providing stability. The soft afternoon sunlight filters through the sparse branches of the tall trees, casting shifting shadows on her body and the fallen leaves beneath her feet. The entire scene is dominated by warm autumn tones. The film-level ultra-high resolution makes every wrinkle on the old woman's face, the wool texture of the cardigan, and the veins of the leaves clearly visible, creating a tranquil, nostalgic and life-like atmosphere.", + "seed": 23061, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_6/index_5817_seed_23061_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02684918260201812, + "vlm_logprob": -0.02684918260201812, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.02684918260201812, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015382695943117142 + ], + "opposite_logprob_tokens": [ + -4.265382766723633 + ], + "logprob_reward": -0.015382695943117142, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015382695943117142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03859030082821846, + 0.015857137739658356, + 0.05711738020181656, + 0.01889532245695591, + 0.06280957907438278, + 0.04360957443714142, + 0.05364125221967697, + 0.02753155305981636, + 0.6405466794967651, + 0.04140126705169678 + ], + "top_frames": [ + 8, + 4, + 2 + ], + "selected_reward": -0.015382695943117142 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007653083186596632 + ], + "opposite_logprob_tokens": [ + -4.88265323638916 + ], + "logprob_reward": -0.007653083186596632, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007653083186596632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04519764333963394, + 0.04762738198041916, + 0.19246496260166168, + 0.019014844670891762, + 0.04846195876598358, + 0.14479543268680573, + 0.0433015450835228, + 0.3154813051223755, + 0.05283678323030472, + 0.0908181369304657 + ], + "top_frames": [ + 7, + 2, + 5 + ], + "selected_reward": -0.007653083186596632 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06204402819275856 + ], + "opposite_logprob_tokens": [ + -2.812044143676758 + ], + "logprob_reward": -0.06204402819275856, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06204402819275856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07825559377670288, + 0.060358598828315735, + 0.2507060468196869, + 0.05317329615354538, + 0.061977874487638474, + 0.1119060218334198, + 0.03217536211013794, + 0.12434250116348267, + 0.1920362412929535, + 0.03506845235824585 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.06204402819275856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080164462327957 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080164462327957, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080164462327957, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06429304927587509, + 0.045924779027700424, + 0.22340139746665955, + 0.011825826950371265, + 0.06924480944871902, + 0.020819883793592453, + 0.15844474732875824, + 0.04104212671518326, + 0.20659253001213074, + 0.15841083228588104 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.011080164462327957 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an elderly woman with richly wrinkled and furrowed skin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a thick dark purple wool cardigan over an off-white turtleneck sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman holding a dark brown wooden cane in her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting an autumn forest with a dirt path covered in golden and crimson maple leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium tracking shot from a slightly upward angle following the woman?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0380859412252903 + ], + "opposite_logprob_tokens": [ + -3.2880859375 + ], + "logprob_reward": -0.0380859412252903, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0380859412252903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05919012427330017, + 0.08293236792087555, + 0.0873921737074852, + 0.04094243049621582, + 0.05374656990170479, + 0.041582345962524414, + 0.05700968578457832, + 0.11193625628948212, + 0.42087411880493164, + 0.04439392685890198 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.0380859412252903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_7/index_tensor([8338, 8338])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_7/index_tensor([8338, 8338])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2e6676ee4658ebb76290bca9560ae806c1444b53 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_7/index_tensor([8338, 8338])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, long shot, shot from a slightly upward angle, initially focuses on a grand, dilapidated Gothic mansion, standing alone on a misty wasteland. In the soft, diffuse light of dusk, the house's weathered, dark wood and moss-covered, gray stone walls appear gloomy and heavy, its many shattered windows like empty eye sockets. Suddenly, a deep, rending groan erupts from within the building, and the entire structure begins to tremble violently. Then, the central ridgeline buckles inexorably inward, setting off a catastrophic chain reaction. Walls violently burst outward, massive beams snap like matchsticks, and the entire roof collapses catastrophically inward, instantly stirring up a vast, swirling cloud of sharp wood splinters, pulverized plaster, and the thick dust of centuries. The entire devastating scene is shrouded in a dreamy, soft out-of-focus halo (Bokeh). Light penetrates the diffuse dust particles, forming flickering spots of light, adding a strange and tragic tranquil atmosphere to this scene of violent destruction. The color tone is cold, full of a sense of fateful end of history.", + "seed": 31411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_7/index_8338_seed_31411_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3038581574335694, + "vlm_logprob": -0.3038581574335694, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.3038581574335694, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06292269378900528 + ], + "opposite_logprob_tokens": [ + -2.812922716140747 + ], + "logprob_reward": -0.06292269378900528, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06292269378900528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10733941942453384, + 0.044452112168073654, + 0.028224829584360123, + 0.08321727812290192, + 0.15611816942691803, + 0.03973439708352089, + 0.05610521137714386, + 0.13064345717430115, + 0.06774038821458817, + 0.2864247262477875 + ], + "top_frames": [ + 9, + 4, + 7 + ], + "selected_reward": -0.06292269378900528 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304728791117668 + ], + "opposite_logprob_tokens": [ + -3.7733047008514404 + ], + "logprob_reward": -0.023304728791117668, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304728791117668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15480399131774902, + 0.05455324798822403, + 0.015331433154642582, + 0.04523901268839836, + 0.0916169062256813, + 0.03418299928307533, + 0.1315852850675583, + 0.10105811059474945, + 0.32022690773010254, + 0.051402125507593155 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.023304728791117668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210578985512257 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210578985512257, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210578985512257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06541391462087631, + 0.027074258774518967, + 0.05160079896450043, + 0.03354184329509735, + 0.16969871520996094, + 0.031041918322443962, + 0.0803491622209549, + 0.10988640785217285, + 0.39406415820121765, + 0.03732883930206299 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.014210578985512257 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063048362731934 + ], + "opposite_logprob_tokens": [ + -0.28130480647087097 + ], + "logprob_reward": -1.4063048362731934, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063048362731934, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10966695100069046, + 0.011476879939436913, + 0.01008948590606451, + 0.024184122681617737, + 0.06100708618760109, + 0.0177596565335989, + 0.11894088983535767, + 0.05578158050775528, + 0.43320009112358093, + 0.15789325535297394 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -1.4063048362731934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547949329018593 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547949329018593, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547949329018593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1290045827627182, + 0.014912819489836693, + 0.024210914969444275, + 0.033662907779216766, + 0.0384657122194767, + 0.0183216854929924, + 0.08864590525627136, + 0.057653043419122696, + 0.5135825872421265, + 0.08153989166021347 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.012547949329018593 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "slow, long shot, shot from a slightly upward angle, initially focuses on a grand, dilapidated Gothic mansion, standing alone on a misty wasteland. In the soft, diffuse light of dusk, the house's weathered, dark wood and moss-covered, gray stone walls appear gloomy and heavy, its many shattered windows like empty eye sockets. Suddenly, a deep, rending groan erupts from within the building, and the entire structure begins to tremble violently. Then, the central ridgeline buckles inexorably inward, setting off a catastrophic chain reaction. Walls violently burst outward, massive beams snap like matchsticks, and the entire roof collapses catastrophically inward, instantly stirring up a vast, swirling cloud of sharp wood splinters, pulverized plaster, and the thick dust of centuries. The entire devastating scene is shrouded in a dreamy, soft out-of-focus halo (Bokeh). Light penetrates the diffuse dust particles, forming flickering spots of light, adding a strange and tragic tranquil atmosphere to this scene of violent destruction. The color tone is cold, full of a sense of fateful end of history.", + "seed": 31412, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_7/index_8338_seed_31412_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.020253087393939495, + "vlm_logprob": -0.020253087393939495, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.020253087393939495, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03041810169816017 + ], + "opposite_logprob_tokens": [ + -3.5304181575775146 + ], + "logprob_reward": -0.03041810169816017, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03041810169816017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051023218780756, + 0.013360685668885708, + 0.01618579402565956, + 0.007938935421407223, + 0.01009211502969265, + 0.8007981181144714, + 0.00760765140876174, + 0.026819629594683647, + 0.01779545657336712, + 0.048378366976976395 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.03041810169816017 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301932960748672 + ], + "opposite_logprob_tokens": [ + -3.773301839828491 + ], + "logprob_reward": -0.023301932960748672, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301932960748672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.012936210259795189, + 0.006764358840882778, + 0.004867081064730883, + 0.005107847973704338, + 0.002670513466000557, + 0.9250089526176453, + 0.003257777076214552, + 0.014940808527171612, + 0.008876957930624485, + 0.015569506213068962 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.023301932960748672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651395328342915 + ], + "opposite_logprob_tokens": [ + -4.758651256561279 + ], + "logprob_reward": -0.008651395328342915, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651395328342915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036508385092020035, + 0.015137739479541779, + 0.007729348260909319, + 0.010862346738576889, + 0.005674777552485466, + 0.8023667931556702, + 0.009767076000571251, + 0.027970805764198303, + 0.03193541243672371, + 0.05204729735851288 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.008651395328342915 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026356181129813194 + ], + "opposite_logprob_tokens": [ + -3.6513562202453613 + ], + "logprob_reward": -0.026356181129813194, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026356181129813194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03956058621406555, + 0.02154705859720707, + 0.032859209924936295, + 0.013275898061692715, + 0.009035338647663593, + 0.560857892036438, + 0.01768168807029724, + 0.12298762798309326, + 0.08296100050210953, + 0.09923367947340012 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.026356181129813194 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537825852632523 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537825852632523, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537825852632523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08834384381771088, + 0.022720959037542343, + 0.01787075214087963, + 0.00855480507016182, + 0.014119407162070274, + 0.6067872047424316, + 0.01766981929540634, + 0.0763949453830719, + 0.03765551745891571, + 0.10988271981477737 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.012537825852632523 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, long shot, shot from a slightly upward angle, initially focuses on a grand, dilapidated Gothic mansion, standing alone on a misty wasteland. In the soft, diffuse light of dusk, the house's weathered, dark wood and moss-covered, gray stone walls appear gloomy and heavy, its many shattered windows like empty eye sockets. Suddenly, a deep, rending groan erupts from within the building, and the entire structure begins to tremble violently. Then, the central ridgeline buckles inexorably inward, setting off a catastrophic chain reaction. Walls violently burst outward, massive beams snap like matchsticks, and the entire roof collapses catastrophically inward, instantly stirring up a vast, swirling cloud of sharp wood splinters, pulverized plaster, and the thick dust of centuries. The entire devastating scene is shrouded in a dreamy, soft out-of-focus halo (Bokeh). Light penetrates the diffuse dust particles, forming flickering spots of light, adding a strange and tragic tranquil atmosphere to this scene of violent destruction. The color tone is cold, full of a sense of fateful end of history.", + "seed": 31413, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_7/index_8338_seed_31413_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05990526899695396, + "vlm_logprob": -0.05990526899695396, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05990526899695396, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02137855254113674 + ], + "opposite_logprob_tokens": [ + -3.896378517150879 + ], + "logprob_reward": -0.02137855254113674, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02137855254113674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19472387433052063, + 0.21777944266796112, + 0.06082994490861893, + 0.07473267614841461, + 0.009024023078382015, + 0.061872076243162155, + 0.058676086366176605, + 0.03187600150704384, + 0.05940097197890282, + 0.23108483850955963 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.02137855254113674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023304030299186707 + ], + "opposite_logprob_tokens": [ + -3.773303985595703 + ], + "logprob_reward": -0.023304030299186707, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023304030299186707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16467103362083435, + 0.18008267879486084, + 0.1251458376646042, + 0.08596731722354889, + 0.1325317919254303, + 0.058047130703926086, + 0.03386867418885231, + 0.04038258269429207, + 0.0599374957382679, + 0.11936542391777039 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.023304030299186707 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086884886026382 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086884886026382, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086884886026382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15203946828842163, + 0.057124752551317215, + 0.25075414776802063, + 0.12457310408353806, + 0.039177458733320236, + 0.07200004905462265, + 0.0651760920882225, + 0.05061445012688637, + 0.058477193117141724, + 0.1300632506608963 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.011086884886026382 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557179629802704 + ], + "opposite_logprob_tokens": [ + -1.6005717515945435 + ], + "logprob_reward": -0.22557179629802704, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557179629802704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2778693735599518, + 0.02134001813828945, + 0.1230626031756401, + 0.10921358317136765, + 0.11042805761098862, + 0.11871128529310226, + 0.028859611600637436, + 0.03265117108821869, + 0.05309668555855751, + 0.12476762384176254 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.22557179629802704 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185080960392952 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185080960392952, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185080960392952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20359809696674347, + 0.19028575718402863, + 0.07175521552562714, + 0.05442843213677406, + 0.08378282189369202, + 0.04799613356590271, + 0.088021419942379, + 0.07233721762895584, + 0.03828132152557373, + 0.14951367676258087 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.018185080960392952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, long shot, shot from a slightly upward angle, initially focuses on a grand, dilapidated Gothic mansion, standing alone on a misty wasteland. In the soft, diffuse light of dusk, the house's weathered, dark wood and moss-covered, gray stone walls appear gloomy and heavy, its many shattered windows like empty eye sockets. Suddenly, a deep, rending groan erupts from within the building, and the entire structure begins to tremble violently. Then, the central ridgeline buckles inexorably inward, setting off a catastrophic chain reaction. Walls violently burst outward, massive beams snap like matchsticks, and the entire roof collapses catastrophically inward, instantly stirring up a vast, swirling cloud of sharp wood splinters, pulverized plaster, and the thick dust of centuries. The entire devastating scene is shrouded in a dreamy, soft out-of-focus halo (Bokeh). Light penetrates the diffuse dust particles, forming flickering spots of light, adding a strange and tragic tranquil atmosphere to this scene of violent destruction. The color tone is cold, full of a sense of fateful end of history.", + "seed": 31414, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_7/index_8338_seed_31414_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.31385570727288725, + "vlm_logprob": -0.31385570727288725, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.31385570727288725, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021296165883541107 + ], + "opposite_logprob_tokens": [ + -3.896296262741089 + ], + "logprob_reward": -0.021296165883541107, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021296165883541107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14658434689044952, + 0.034920912235975266, + 0.023666923865675926, + 0.05029311403632164, + 0.08161584287881851, + 0.2379959225654602, + 0.03684566915035248, + 0.12190452218055725, + 0.11202249675989151, + 0.15415026247501373 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.021296165883541107 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020598772913217545 + ], + "opposite_logprob_tokens": [ + -3.895598888397217 + ], + "logprob_reward": -0.020598772913217545, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020598772913217545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09251122176647186, + 0.02145051583647728, + 0.01950436644256115, + 0.06399288028478622, + 0.07118266820907593, + 0.41919994354248047, + 0.027667174115777016, + 0.05251390486955643, + 0.08920824527740479, + 0.14276908338069916 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.020598772913217545 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014216220006346703 + ], + "opposite_logprob_tokens": [ + -4.264216423034668 + ], + "logprob_reward": -0.014216220006346703, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014216220006346703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10016076266765594, + 0.06539507210254669, + 0.03142443671822548, + 0.03772667795419693, + 0.03720785677433014, + 0.2750718295574188, + 0.05628446862101555, + 0.06887836754322052, + 0.0950375348329544, + 0.23281295597553253 + ], + "top_frames": [ + 5, + 9, + 0 + ], + "selected_reward": -0.014216220006346703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020852088928223 + ], + "opposite_logprob_tokens": [ + -0.2520851492881775 + ], + "logprob_reward": -1.5020852088928223, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020852088928223, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08925755321979523, + 0.01926536113023758, + 0.023356962949037552, + 0.030327076092362404, + 0.016743561252951622, + 0.250580757856369, + 0.041032642126083374, + 0.2028016746044159, + 0.08019565045833588, + 0.24643871188163757 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -1.5020852088928223 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a grand, dilapidated Gothic mansion standing alone on a misty wasteland?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera shot from a slightly upward angle in a slow, long shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mansion exhibit weathered dark wood and moss-covered gray stone walls with shattered windows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the structure violently collapse with walls bursting outward, beams snapping, and the roof falling inward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene shrouded in a dreamy, soft out-of-focus halo (Bokeh) with light penetrating dust particles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108216866850853 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.01108216866850853, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108216866850853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11813069880008698, + 0.023179925978183746, + 0.02000749483704567, + 0.012810411863029003, + 0.02649281546473503, + 0.17393438518047333, + 0.04230301454663277, + 0.3294234573841095, + 0.06689116358757019, + 0.1868266612291336 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.01108216866850853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_8/index_tensor([4344, 4344])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_8/index_tensor([4344, 4344])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bb9ca5d113a3f8639b16967a53b9e13893ea7bef --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_8/index_tensor([4344, 4344])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.", + "seed": 4084, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_8/index_4344_seed_4084_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.011865884624421596, + "vlm_logprob": -0.011865884624421596, + "vlm_yes_no_margin": 4.624999952316284, + "vlm_token_credit": -0.011865884624421596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006757502444088459 + ], + "opposite_logprob_tokens": [ + -5.256757736206055 + ], + "logprob_reward": -0.006757502444088459, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006757502444088459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14366969466209412, + 0.06806130707263947, + 0.04254402965307236, + 0.02942287176847458, + 0.1487736999988556, + 0.02273992821574211, + 0.05903400853276253, + 0.2061125785112381, + 0.2288835495710373, + 0.05075831711292267 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.006757502444088459 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214457012712955 + ], + "opposite_logprob_tokens": [ + -4.264214515686035 + ], + "logprob_reward": -0.014214457012712955, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214457012712955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1147255003452301, + 0.023975016549229622, + 0.024176422506570816, + 0.021661879494786263, + 0.04767710343003273, + 0.019439907744526863, + 0.056701529771089554, + 0.31924498081207275, + 0.3308645784854889, + 0.04153308644890785 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.014214457012712955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200064077973366 + ], + "opposite_logprob_tokens": [ + -4.018199920654297 + ], + "logprob_reward": -0.018200064077973366, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018200064077973366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2992399036884308, + 0.03278536722064018, + 0.03814860060811043, + 0.04572012275457382, + 0.22744737565517426, + 0.021569721400737762, + 0.05365528166294098, + 0.047669872641563416, + 0.18286804854869843, + 0.05089569091796875 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.018200064077973366 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004094076342880726 + ], + "opposite_logprob_tokens": [ + -5.504094123840332 + ], + "logprob_reward": -0.004094076342880726, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004094076342880726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15088403224945068, + 0.04667837917804718, + 0.142929807305336, + 0.05286542326211929, + 0.1448868364095688, + 0.04244443401694298, + 0.07885368168354034, + 0.13650214672088623, + 0.14725612103939056, + 0.056699078530073166 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.004094076342880726 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063323244452477 + ], + "opposite_logprob_tokens": [ + -4.141063213348389 + ], + "logprob_reward": -0.016063323244452477, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063323244452477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05784793943166733, + 0.02073688991367817, + 0.020968375727534294, + 0.048710163682699203, + 0.05949782207608223, + 0.024176698178052902, + 0.023473436012864113, + 0.28103917837142944, + 0.43019425868988037, + 0.03335527703166008 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.016063323244452477 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.", + "seed": 4085, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_8/index_4344_seed_4085_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04754703640937805, + "vlm_logprob": -0.04754703640937805, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.04754703640937805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040856629610061646 + ], + "opposite_logprob_tokens": [ + -3.2908565998077393 + ], + "logprob_reward": -0.040856629610061646, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.040856629610061646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19339506328105927, + 0.1053633913397789, + 0.02874758094549179, + 0.046134307980537415, + 0.04418422281742096, + 0.2697789669036865, + 0.14945973455905914, + 0.05844514071941376, + 0.05673574283719063, + 0.04775585979223251 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.040856629610061646 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05501387268304825 + ], + "opposite_logprob_tokens": [ + -2.93001389503479 + ], + "logprob_reward": -0.05501387268304825, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05501387268304825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19283656775951385, + 0.10941112041473389, + 0.058936093002557755, + 0.027928227558732033, + 0.028635602444410324, + 0.24032647907733917, + 0.1267695128917694, + 0.04258899763226509, + 0.0756714940071106, + 0.09689587354660034 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.05501387268304825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700647160410881 + ], + "opposite_logprob_tokens": [ + -2.6950647830963135 + ], + "logprob_reward": -0.0700647160410881, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700647160410881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2145356684923172, + 0.0843137875199318, + 0.13466477394104004, + 0.051703885197639465, + 0.06791467219591141, + 0.2006690800189972, + 0.06599742919206619, + 0.02020125649869442, + 0.04772461950778961, + 0.11227484047412872 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.0700647160410881 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038108088076114655 + ], + "opposite_logprob_tokens": [ + -3.2881081104278564 + ], + "logprob_reward": -0.038108088076114655, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038108088076114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1524084508419037, + 0.1094236746430397, + 0.019751504063606262, + 0.03173062950372696, + 0.03245123103260994, + 0.3612072765827179, + 0.10645438730716705, + 0.023002661764621735, + 0.036649975925683975, + 0.1269201785326004 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.038108088076114655 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033691875636577606 + ], + "opposite_logprob_tokens": [ + -3.408691883087158 + ], + "logprob_reward": -0.033691875636577606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033691875636577606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09352976083755493, + 0.04929211363196373, + 0.031069213524460793, + 0.028003746643662453, + 0.0508316308259964, + 0.1650819480419159, + 0.12316783517599106, + 0.0360051766037941, + 0.2561807632446289, + 0.16683776676654816 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.033691875636577606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.", + "seed": 4086, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_8/index_4344_seed_4086_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016288054268807174, + "vlm_logprob": -0.016288054268807174, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.016288054268807174, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009812099859118462 + ], + "opposite_logprob_tokens": [ + -4.759811878204346 + ], + "logprob_reward": -0.009812099859118462, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009812099859118462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11260845512151718, + 0.5306021571159363, + 0.06765787303447723, + 0.02074095979332924, + 0.015698786824941635, + 0.05621116980910301, + 0.03813798353075981, + 0.027618011459708214, + 0.04440541937947273, + 0.08631916344165802 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.009812099859118462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014222213998436928 + ], + "opposite_logprob_tokens": [ + -4.264222145080566 + ], + "logprob_reward": -0.014222213998436928, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014222213998436928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17014512419700623, + 0.386837363243103, + 0.0898597240447998, + 0.02928449586033821, + 0.043208081275224686, + 0.07667196542024612, + 0.04742343723773956, + 0.03682501241564751, + 0.04791798070073128, + 0.07182685285806656 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014222213998436928 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371758013963699 + ], + "opposite_logprob_tokens": [ + -3.408717632293701 + ], + "logprob_reward": -0.03371758013963699, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371758013963699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15777768194675446, + 0.26007717847824097, + 0.12435188889503479, + 0.050612978637218475, + 0.10726460069417953, + 0.06382850557565689, + 0.06853161752223969, + 0.03747200220823288, + 0.07001934945583344, + 0.060064174234867096 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03371758013963699 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076261102221906185 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.0076261102221906185, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076261102221906185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24449852108955383, + 0.27790918946266174, + 0.09496471285820007, + 0.026034554466605186, + 0.05013342946767807, + 0.04570193961262703, + 0.09045391529798508, + 0.02659408561885357, + 0.10755211859941483, + 0.03615755960345268 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.0076261102221906185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016062267124652863 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.016062267124652863, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016062267124652863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13914263248443604, + 0.2180880606174469, + 0.0773150846362114, + 0.05322091653943062, + 0.06216844171285629, + 0.10087902098894119, + 0.06726935505867004, + 0.03372045233845711, + 0.03665926307439804, + 0.211536705493927 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.016062267124652863 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, filmed from a slightly elevated angle and slowly advancing forward, draws the viewer into the dim interior of an ancient military tent. The only warm light within comes from a bronze oil lamp atop a large, crudely designed marching table, its flickering flame casting deep, dynamic shadows. Zhuge Liang, dressed in a wide-sleeved, dark blue silk robe and a turban, his face thin and his gaze sharp, leans slightly over a vast military map spread out on the table. The map depicts mountains, rivers, cities, and fortresses, outlined in ink. Steady and composed, he holds a pristine white crane feather fan in his right hand. Instead of waving it, he decisively taps the end of the handle at a crucial pass on the map. His lips move slightly as he expounds a bold tactical concept to the surrounding generals. The generals surrounding him, clad in heavy leather and metal armor, their faces etched with the bruises of time, wore focused, solemn expressions. Some leaned forward, trying to better grasp the details on the map, while others crossed their arms, brows furrowed in deep thought. The entire scene was shrouded in warm candlelight and deep shadows, creating an atmosphere of intense, strategic intelligence, a game of chance that hinged on the outcome of the battle. The air seemed filled with the solemnity and awe of the moment before a decision was made.", + "seed": 4087, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_8/index_4344_seed_4087_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028482924029231072, + "vlm_logprob": -0.028482924029231072, + "vlm_yes_no_margin": 3.6499999523162843, + "vlm_token_credit": -0.028482924029231072, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020647235214710236 + ], + "opposite_logprob_tokens": [ + -4.020647048950195 + ], + "logprob_reward": -0.020647235214710236, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.020647235214710236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27593037486076355, + 0.13104644417762756, + 0.06511443108320236, + 0.05613335594534874, + 0.05911209434270859, + 0.06696012616157532, + 0.07359132915735245, + 0.059183746576309204, + 0.04251963272690773, + 0.17040838301181793 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.020647235214710236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609663851559162 + ], + "opposite_logprob_tokens": [ + -4.141096591949463 + ], + "logprob_reward": -0.01609663851559162, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609663851559162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33475661277770996, + 0.08840245753526688, + 0.06137818470597267, + 0.05449862405657768, + 0.1614849865436554, + 0.10309740155935287, + 0.04782675951719284, + 0.02884163334965706, + 0.03620021790266037, + 0.0835130512714386 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.01609663851559162 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048684414476156235 + ], + "opposite_logprob_tokens": [ + -3.0486843585968018 + ], + "logprob_reward": -0.048684414476156235, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048684414476156235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.278962641954422, + 0.12261420488357544, + 0.18415707349777222, + 0.14770135283470154, + 0.059213388711214066, + 0.042112115770578384, + 0.03878415375947952, + 0.02671542949974537, + 0.06565063446760178, + 0.03408903256058693 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.048684414476156235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292265832424164 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292265832424164, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292265832424164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34640276432037354, + 0.11115160584449768, + 0.07099005579948425, + 0.10868324339389801, + 0.11518240720033646, + 0.07818055897951126, + 0.053619757294654846, + 0.02404751442372799, + 0.031000329181551933, + 0.06074179336428642 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023292265832424164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set inside a dim interior of an ancient military tent?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is Zhuge Liang visible wearing a wide-sleeved dark blue silk robe and a turban?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is Zhuge Liang holding a pristine white crane feather fan in his right hand and tapping the handle on a map?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are surrounding generals visible wearing heavy leather and metal armor with solemn expressions?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a medium shot filmed from a slightly elevated angle and slowly advancing forward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0336940661072731 + ], + "opposite_logprob_tokens": [ + -3.40869402885437 + ], + "logprob_reward": -0.0336940661072731, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0336940661072731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15291036665439606, + 0.08419633656740189, + 0.06662151217460632, + 0.04612751677632332, + 0.1041102260351181, + 0.16917116940021515, + 0.052422113716602325, + 0.047744039446115494, + 0.049387335777282715, + 0.22730937600135803 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.0336940661072731 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_9/index_tensor([8837, 8837])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_9/index_tensor([8837, 8837])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..550cee7197f9279edf57c1026dd89049afc81b3a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_9/index_tensor([8837, 8837])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the whimsical style of fantasy game CG, a medium-side tracking shot smoothly follows a small group of purple sea snails as they cling to a row of shimmering bubbles. Each snail possesses a delicate, almost translucent, paper-thin shell, spiraling in iridescent hues of lavender and amethyst, its every movement catching the light. The raft itself is a magical group of large spheres pressed together, their surfaces swirling with a pearly, iridescent sheen. The entire group floats gently on the surface of a magical sea, a shimmering, crystal-turquoise hue filled with softly luminous particles. With each gentle wave, the raft and its passengers rise and fall with convincing, physics-based fluidity; the snails' soft, gelatinous bodies delicately compress and contract as they cling, their tiny eyestalks swaying with the gentle rhythm of their passage through the shimmering waters. The scene is bathed in a warm, ethereal light that makes the water's surface shimmer, creating an atmosphere of tranquility, wonder, and utterly magical.", + "seed": 22311, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_9/index_8837_seed_22311_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0693772193044424, + "vlm_logprob": -0.0693772193044424, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.0693772193044424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08088605850934982 + ], + "opposite_logprob_tokens": [ + -2.580886125564575 + ], + "logprob_reward": -0.08088605850934982, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08088605850934982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09449809789657593, + 0.029341725632548332, + 0.06761278212070465, + 0.04967129975557327, + 0.11537119001150131, + 0.05157817155122757, + 0.3715072572231293, + 0.048329830169677734, + 0.040926408022642136, + 0.13116313517093658 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.08088605850934982 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032542049884796 + ], + "opposite_logprob_tokens": [ + -2.350325345993042 + ], + "logprob_reward": -0.10032542049884796, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032542049884796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10228857398033142, + 0.11052928864955902, + 0.045931391417980194, + 0.12416844069957733, + 0.09452272951602936, + 0.03161114826798439, + 0.22324468195438385, + 0.05680302903056145, + 0.04137242212891579, + 0.1695282906293869 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.10032542049884796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008648795075714588 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.008648795075714588, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008648795075714588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15788534283638, + 0.1413964182138443, + 0.058012764900922775, + 0.10890764743089676, + 0.1411435455083847, + 0.019963733851909637, + 0.03532730042934418, + 0.09468618780374527, + 0.14925885200500488, + 0.09341822564601898 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.008648795075714588 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209755696356297 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209755696356297, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209755696356297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1350073665380478, + 0.25406786799430847, + 0.05408328026533127, + 0.04056137055158615, + 0.3379329741001129, + 0.014572948217391968, + 0.046474944800138474, + 0.037733085453510284, + 0.037513721734285355, + 0.04205245524644852 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.014209755696356297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281606674194336 + ], + "opposite_logprob_tokens": [ + -2.0178160667419434 + ], + "logprob_reward": -0.14281606674194336, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281606674194336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10367888957262039, + 0.14744101464748383, + 0.06871194392442703, + 0.03835940733551979, + 0.12533438205718994, + 0.03150859475135803, + 0.1970299929380417, + 0.17040546238422394, + 0.037005022168159485, + 0.08052527904510498 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.14281606674194336 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the whimsical style of fantasy game CG, a medium-side tracking shot smoothly follows a small group of purple sea snails as they cling to a row of shimmering bubbles. Each snail possesses a delicate, almost translucent, paper-thin shell, spiraling in iridescent hues of lavender and amethyst, its every movement catching the light. The raft itself is a magical group of large spheres pressed together, their surfaces swirling with a pearly, iridescent sheen. The entire group floats gently on the surface of a magical sea, a shimmering, crystal-turquoise hue filled with softly luminous particles. With each gentle wave, the raft and its passengers rise and fall with convincing, physics-based fluidity; the snails' soft, gelatinous bodies delicately compress and contract as they cling, their tiny eyestalks swaying with the gentle rhythm of their passage through the shimmering waters. The scene is bathed in a warm, ethereal light that makes the water's surface shimmer, creating an atmosphere of tranquility, wonder, and utterly magical.", + "seed": 22312, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_9/index_8837_seed_22312_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07121626436710357, + "vlm_logprob": -0.07121626436710357, + "vlm_yes_no_margin": 2.849999928474426, + "vlm_token_credit": -0.07121626436710357, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08063381165266037 + ], + "opposite_logprob_tokens": [ + -2.5806338787078857 + ], + "logprob_reward": -0.08063381165266037, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08063381165266037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10488123446702957, + 0.13740578293800354, + 0.04601311311125755, + 0.161946102976799, + 0.06068597361445427, + 0.1567872315645218, + 0.07529672980308533, + 0.09033411741256714, + 0.03565245121717453, + 0.13099722564220428 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.08063381165266037 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981938049197197 + ], + "opposite_logprob_tokens": [ + -3.5298194885253906 + ], + "logprob_reward": -0.02981938049197197, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981938049197197, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16880269348621368, + 0.10196969658136368, + 0.08391261845827103, + 0.1064530685544014, + 0.06901219487190247, + 0.1351480484008789, + 0.07187341153621674, + 0.10200711339712143, + 0.05759379640221596, + 0.1032274141907692 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.02981938049197197 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204864114522934 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.018204864114522934, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018204864114522934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.103948675096035, + 0.10765949636697769, + 0.13869434595108032, + 0.1724737137556076, + 0.07902923971414566, + 0.17286376655101776, + 0.06491556018590927, + 0.06443353742361069, + 0.04367249831557274, + 0.052309226244688034 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.018204864114522934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710054218769073 + ], + "opposite_logprob_tokens": [ + -2.1271004676818848 + ], + "logprob_reward": -0.12710054218769073, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12710054218769073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08894567936658859, + 0.07949672639369965, + 0.06090408191084862, + 0.13447414338588715, + 0.11056417226791382, + 0.2454477846622467, + 0.04700455814599991, + 0.12012983858585358, + 0.03930603712797165, + 0.07372699677944183 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.12710054218769073 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032272338867188 + ], + "opposite_logprob_tokens": [ + -2.350322723388672 + ], + "logprob_reward": -0.10032272338867188, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032272338867188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09645824134349823, + 0.0854991152882576, + 0.06989829242229462, + 0.11411301791667938, + 0.08462347090244293, + 0.08491455018520355, + 0.11442232877016068, + 0.18399454653263092, + 0.06380356103181839, + 0.10227286070585251 + ], + "top_frames": [ + 7, + 6, + 3 + ], + "selected_reward": -0.10032272338867188 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the whimsical style of fantasy game CG, a medium-side tracking shot smoothly follows a small group of purple sea snails as they cling to a row of shimmering bubbles. Each snail possesses a delicate, almost translucent, paper-thin shell, spiraling in iridescent hues of lavender and amethyst, its every movement catching the light. The raft itself is a magical group of large spheres pressed together, their surfaces swirling with a pearly, iridescent sheen. The entire group floats gently on the surface of a magical sea, a shimmering, crystal-turquoise hue filled with softly luminous particles. With each gentle wave, the raft and its passengers rise and fall with convincing, physics-based fluidity; the snails' soft, gelatinous bodies delicately compress and contract as they cling, their tiny eyestalks swaying with the gentle rhythm of their passage through the shimmering waters. The scene is bathed in a warm, ethereal light that makes the water's surface shimmer, creating an atmosphere of tranquility, wonder, and utterly magical.", + "seed": 22313, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_9/index_8837_seed_22313_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.053552633710205556, + "vlm_logprob": -0.053552633710205556, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.053552633710205556, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11422129720449448 + ], + "opposite_logprob_tokens": [ + -2.2392213344573975 + ], + "logprob_reward": -0.11422129720449448, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11422129720449448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04428672045469284, + 0.04068959876894951, + 0.2887083888053894, + 0.05125000327825546, + 0.21255072951316833, + 0.1484050303697586, + 0.050726767629384995, + 0.04294741526246071, + 0.01434421632438898, + 0.10609105974435806 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.11422129720449448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033724263310432434 + ], + "opposite_logprob_tokens": [ + -3.408724308013916 + ], + "logprob_reward": -0.033724263310432434, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033724263310432434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038137659430503845, + 0.0586344338953495, + 0.3304092586040497, + 0.07805416733026505, + 0.2541285455226898, + 0.15682534873485565, + 0.02187996730208397, + 0.02692902646958828, + 0.011212962679564953, + 0.023788636550307274 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.033724263310432434 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018208609893918037 + ], + "opposite_logprob_tokens": [ + -4.0182085037231445 + ], + "logprob_reward": -0.018208609893918037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018208609893918037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05025481805205345, + 0.04069038853049278, + 0.4344936013221741, + 0.1538693755865097, + 0.06857775151729584, + 0.061727266758680344, + 0.08381342887878418, + 0.06226338446140289, + 0.018619226291775703, + 0.025690821930766106 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.018208609893918037 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255230512470007 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.01255230512470007, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255230512470007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03307845816016197, + 0.01830475404858589, + 0.03689456731081009, + 0.20150786638259888, + 0.17614412307739258, + 0.3522907793521881, + 0.13375413417816162, + 0.03796922042965889, + 0.005028194282203913, + 0.005027879495173693 + ], + "top_frames": [ + 5, + 3, + 4 + ], + "selected_reward": -0.01255230512470007 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905669301748276 + ], + "opposite_logprob_tokens": [ + -2.4640567302703857 + ], + "logprob_reward": -0.08905669301748276, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905669301748276, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06453975290060043, + 0.043043725192546844, + 0.05124324560165405, + 0.05924658849835396, + 0.4715997576713562, + 0.12597303092479706, + 0.02742215059697628, + 0.09398466348648071, + 0.02042907103896141, + 0.04251798614859581 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.08905669301748276 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the whimsical style of fantasy game CG, a medium-side tracking shot smoothly follows a small group of purple sea snails as they cling to a row of shimmering bubbles. Each snail possesses a delicate, almost translucent, paper-thin shell, spiraling in iridescent hues of lavender and amethyst, its every movement catching the light. The raft itself is a magical group of large spheres pressed together, their surfaces swirling with a pearly, iridescent sheen. The entire group floats gently on the surface of a magical sea, a shimmering, crystal-turquoise hue filled with softly luminous particles. With each gentle wave, the raft and its passengers rise and fall with convincing, physics-based fluidity; the snails' soft, gelatinous bodies delicately compress and contract as they cling, their tiny eyestalks swaying with the gentle rhythm of their passage through the shimmering waters. The scene is bathed in a warm, ethereal light that makes the water's surface shimmer, creating an atmosphere of tranquility, wonder, and utterly magical.", + "seed": 22314, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000004/group_9/index_8837_seed_22314_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09806786440312862, + "vlm_logprob": -0.09806786440312862, + "vlm_yes_no_margin": 2.924999976158142, + "vlm_token_credit": -0.09806786440312862, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2834167182445526 + ], + "opposite_logprob_tokens": [ + -1.408416748046875 + ], + "logprob_reward": -0.2834167182445526, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2834167182445526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18389040231704712, + 0.04326782748103142, + 0.03002897836267948, + 0.11445653438568115, + 0.07480388134717941, + 0.06720887869596481, + 0.20240972936153412, + 0.06331481039524078, + 0.14194637537002563, + 0.07867252081632614 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.2834167182445526 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981833927333355 + ], + "opposite_logprob_tokens": [ + -3.529818296432495 + ], + "logprob_reward": -0.02981833927333355, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981833927333355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19547560811042786, + 0.05014139413833618, + 0.06311443448066711, + 0.07926847040653229, + 0.08827614039182663, + 0.04048188030719757, + 0.015897098928689957, + 0.0303538516163826, + 0.4000687301158905, + 0.036922432482242584 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.02981833927333355 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207672983407974 + ], + "opposite_logprob_tokens": [ + -4.018207550048828 + ], + "logprob_reward": -0.018207672983407974, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018207672983407974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09169311076402664, + 0.03319432586431503, + 0.05723140388727188, + 0.0815931186079979, + 0.03320042043924332, + 0.03550775721669197, + 0.024519113823771477, + 0.02854621410369873, + 0.5756202340126038, + 0.038894303143024445 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.018207672983407974 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075875610113144 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.016075875610113144, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075875610113144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11940310895442963, + 0.0604739673435688, + 0.06999585777521133, + 0.08203627914190292, + 0.3946382999420166, + 0.023524386808276176, + 0.10302740335464478, + 0.03630796819925308, + 0.08523114770650864, + 0.025361573323607445 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.016075875610113144 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a medium-side tracking shot following a small group of purple sea snails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the sea snails have translucent, paper-thin shells with spiraling iridescent hues of lavender and amethyst?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the snails' raft composed of large spheres pressed together with a pearly, iridescent sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the sea crystal-turquoise in color and filled with softly luminous particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the snails' soft, gelatinous bodies visibly compress and contract as they cling to the raft?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282071590423584 + ], + "opposite_logprob_tokens": [ + -2.0178208351135254 + ], + "logprob_reward": -0.14282071590423584, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14282071590423584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1186874657869339, + 0.05038445070385933, + 0.03420492634177208, + 0.17023098468780518, + 0.1491275280714035, + 0.06330014765262604, + 0.058898597955703735, + 0.03296097740530968, + 0.2723711133003235, + 0.049833744764328 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.14282071590423584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000023/group_0/index_7474_seed_23209_dp_0_rank_0_sample_0_slot_0.mp4 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A chef's hands, clean and expertly executed, firmly grasp a wide stainless steel spatula with a black composite handle. With swift, decisive precision, the hand slides the spatula beneath the thick, glistening beef patty, revealing dark, crisscrossed charcoal. Then, with a deft flick of the wrist, it flips over, releasing a puff of fragrant steam. The hand then gently places the spatula on the adjacent stainless steel counter, making a soft clinking sound. Without hesitation, the same hand turns to the soft, golden brioche bun, methodically placing the top half directly onto the cooking patty to heat and absorb the juices. Immediately afterwards, the same hand deftly removes several thin, round, flour-dusted flatbreads from a nearby pile and carefully places them, one by one, on the open, oiled section of the grill, where they begin to puff slightly from the heat, creating an atmosphere of focus, expertise, and deeply appetizing flavor.", + "seed": 30408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_0/index_4474_seed_30408_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.055493373423814774, + "vlm_logprob": -0.055493373423814774, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.055493373423814774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018829410895705223 + ], + "opposite_logprob_tokens": [ + -4.268829345703125 + ], + "logprob_reward": -0.018829410895705223, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.018829410895705223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5258216857910156, + 0.11614150553941727, + 0.04569646716117859, + 0.040822435170412064, + 0.02640935592353344, + 0.04602295160293579, + 0.04864686727523804, + 0.07851970195770264, + 0.0303318053483963, + 0.041587188839912415 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.018829410895705223 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02638961933553219 + ], + "opposite_logprob_tokens": [ + -3.6513895988464355 + ], + "logprob_reward": -0.02638961933553219, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02638961933553219, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3388632833957672, + 0.15022814273834229, + 0.09182566404342651, + 0.03465941920876503, + 0.035416584461927414, + 0.033145830035209656, + 0.044024426490068436, + 0.09595774859189987, + 0.12882953882217407, + 0.04704936593770981 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.02638961933553219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813895583152771 + ], + "opposite_logprob_tokens": [ + -3.2881388664245605 + ], + "logprob_reward": -0.03813895583152771, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813895583152771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051076073199510574, + 0.2925923466682434, + 0.023344142362475395, + 0.07130157202482224, + 0.050753697752952576, + 0.01932617835700512, + 0.022136330604553223, + 0.14654479920864105, + 0.24740402400493622, + 0.07552076131105423 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.03813895583152771 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371884673833847 + ], + "opposite_logprob_tokens": [ + -3.4087188243865967 + ], + "logprob_reward": -0.03371884673833847, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371884673833847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26825815439224243, + 0.1349027007818222, + 0.058737464249134064, + 0.08152148127555847, + 0.061263930052518845, + 0.05889246240258217, + 0.0420738086104393, + 0.1060047373175621, + 0.11464009433984756, + 0.07370523363351822 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.03371884673833847 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16039003431797028 + ], + "opposite_logprob_tokens": [ + -1.910390019416809 + ], + "logprob_reward": -0.16039003431797028, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16039003431797028, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2977614998817444, + 0.05989185720682144, + 0.05233528092503548, + 0.0696895495057106, + 0.07474765926599503, + 0.09874545782804489, + 0.06629665940999985, + 0.06391532719135284, + 0.15103895962238312, + 0.06557776033878326 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.16039003431797028 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, slightly high-angled, static shot captures the delicate movements of a searing black cast iron grill, focused by the kitchen lights. A chef's hands, clean and expertly executed, firmly grasp a wide stainless steel spatula with a black composite handle. With swift, decisive precision, the hand slides the spatula beneath the thick, glistening beef patty, revealing dark, crisscrossed charcoal. Then, with a deft flick of the wrist, it flips over, releasing a puff of fragrant steam. The hand then gently places the spatula on the adjacent stainless steel counter, making a soft clinking sound. Without hesitation, the same hand turns to the soft, golden brioche bun, methodically placing the top half directly onto the cooking patty to heat and absorb the juices. Immediately afterwards, the same hand deftly removes several thin, round, flour-dusted flatbreads from a nearby pile and carefully places them, one by one, on the open, oiled section of the grill, where they begin to puff slightly from the heat, creating an atmosphere of focus, expertise, and deeply appetizing flavor.", + "seed": 30409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_0/index_4474_seed_30409_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06988936476409435, + "vlm_logprob": -0.06988936476409435, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.06988936476409435, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008729629218578339 + ], + "opposite_logprob_tokens": [ + -5.383729457855225 + ], + "logprob_reward": -0.008729629218578339, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.008729629218578339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09535671770572662, + 0.32474011182785034, + 0.09295545518398285, + 0.06379514932632446, + 0.12722672522068024, + 0.06611691415309906, + 0.12166391313076019, + 0.029365841299295425, + 0.029078450053930283, + 0.04970074072480202 + ], + "top_frames": [ + 1, + 4, + 6 + ], + "selected_reward": -0.008729629218578339 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020617691799998283 + ], + "opposite_logprob_tokens": [ + -3.895617723464966 + ], + "logprob_reward": -0.020617691799998283, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020617691799998283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06512612104415894, + 0.5041640400886536, + 0.03668202459812164, + 0.02937650866806507, + 0.05414939299225807, + 0.040037382394075394, + 0.06396752595901489, + 0.11593279987573624, + 0.0670960545539856, + 0.023468127474188805 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.020617691799998283 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07009661942720413 + ], + "opposite_logprob_tokens": [ + -2.695096731185913 + ], + "logprob_reward": -0.07009661942720413, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07009661942720413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057577770203351974, + 0.5520346164703369, + 0.05614734813570976, + 0.026114728301763535, + 0.024567967280745506, + 0.019632447510957718, + 0.05644351989030838, + 0.0774930864572525, + 0.040534429252147675, + 0.08945415169000626 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.07009661942720413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700552687048912 + ], + "opposite_logprob_tokens": [ + -2.6950552463531494 + ], + "logprob_reward": -0.0700552687048912, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700552687048912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08574242889881134, + 0.49329137802124023, + 0.10111054033041, + 0.027570778504014015, + 0.05684082210063934, + 0.09957459568977356, + 0.05149829015135765, + 0.02627583034336567, + 0.030752118676900864, + 0.027343183755874634 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.0700552687048912 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799476146697998 + ], + "opposite_logprob_tokens": [ + -1.8049476146697998 + ], + "logprob_reward": -0.1799476146697998, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799476146697998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0891895592212677, + 0.4222748279571533, + 0.030935201793909073, + 0.031976256519556046, + 0.060186468064785004, + 0.03626522794365883, + 0.1966199278831482, + 0.03082278184592724, + 0.08643002063035965, + 0.015299766324460506 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.1799476146697998 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, slightly high-angled, static shot captures the delicate movements of a searing black cast iron grill, focused by the kitchen lights. A chef's hands, clean and expertly executed, firmly grasp a wide stainless steel spatula with a black composite handle. With swift, decisive precision, the hand slides the spatula beneath the thick, glistening beef patty, revealing dark, crisscrossed charcoal. Then, with a deft flick of the wrist, it flips over, releasing a puff of fragrant steam. The hand then gently places the spatula on the adjacent stainless steel counter, making a soft clinking sound. Without hesitation, the same hand turns to the soft, golden brioche bun, methodically placing the top half directly onto the cooking patty to heat and absorb the juices. Immediately afterwards, the same hand deftly removes several thin, round, flour-dusted flatbreads from a nearby pile and carefully places them, one by one, on the open, oiled section of the grill, where they begin to puff slightly from the heat, creating an atmosphere of focus, expertise, and deeply appetizing flavor.", + "seed": 30410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_0/index_4474_seed_30410_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04700632430613041, + "vlm_logprob": -0.04700632430613041, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04700632430613041, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021907474845647812 + ], + "opposite_logprob_tokens": [ + -3.8969075679779053 + ], + "logprob_reward": -0.021907474845647812, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021907474845647812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14602933824062347, + 0.06423512101173401, + 0.10822640359401703, + 0.026087118312716484, + 0.09749972820281982, + 0.13262908160686493, + 0.0516844317317009, + 0.0704965740442276, + 0.1290551871061325, + 0.1740570217370987 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.021907474845647812 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026383116841316223 + ], + "opposite_logprob_tokens": [ + -3.6513831615448 + ], + "logprob_reward": -0.026383116841316223, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026383116841316223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13218797743320465, + 0.07095484435558319, + 0.0922398641705513, + 0.0645146295428276, + 0.06021903082728386, + 0.06574434787034988, + 0.07898998260498047, + 0.17781580984592438, + 0.13719753921031952, + 0.12013600766658783 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.026383116841316223 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02983291819691658 + ], + "opposite_logprob_tokens": [ + -3.5298328399658203 + ], + "logprob_reward": -0.02983291819691658, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02983291819691658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0651174783706665, + 0.07869643718004227, + 0.03796998783946037, + 0.07171636819839478, + 0.026382271200418472, + 0.0453314445912838, + 0.03640572354197502, + 0.3081565499305725, + 0.227120041847229, + 0.10310368239879608 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.02983291819691658 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029818685725331306 + ], + "opposite_logprob_tokens": [ + -3.5298187732696533 + ], + "logprob_reward": -0.029818685725331306, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029818685725331306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06100929528474808, + 0.17648102343082428, + 0.10878763347864151, + 0.04390821233391762, + 0.03257974237203598, + 0.08311808109283447, + 0.06438971310853958, + 0.17139744758605957, + 0.1322813332080841, + 0.12604747712612152 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.029818685725331306 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708942592144012 + ], + "opposite_logprob_tokens": [ + -2.127089500427246 + ], + "logprob_reward": -0.12708942592144012, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708942592144012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0950600802898407, + 0.13788989186286926, + 0.13490994274616241, + 0.0356796532869339, + 0.06206684932112694, + 0.11356642097234726, + 0.04915676265954971, + 0.08403221517801285, + 0.1790269911289215, + 0.10861123353242874 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.12708942592144012 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tight, slightly high-angled, static shot captures the delicate movements of a searing black cast iron grill, focused by the kitchen lights. A chef's hands, clean and expertly executed, firmly grasp a wide stainless steel spatula with a black composite handle. With swift, decisive precision, the hand slides the spatula beneath the thick, glistening beef patty, revealing dark, crisscrossed charcoal. Then, with a deft flick of the wrist, it flips over, releasing a puff of fragrant steam. The hand then gently places the spatula on the adjacent stainless steel counter, making a soft clinking sound. Without hesitation, the same hand turns to the soft, golden brioche bun, methodically placing the top half directly onto the cooking patty to heat and absorb the juices. Immediately afterwards, the same hand deftly removes several thin, round, flour-dusted flatbreads from a nearby pile and carefully places them, one by one, on the open, oiled section of the grill, where they begin to puff slightly from the heat, creating an atmosphere of focus, expertise, and deeply appetizing flavor.", + "seed": 30411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_0/index_4474_seed_30411_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.056748636066913605, + "vlm_logprob": -0.056748636066913605, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.056748636066913605, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012259015813469887 + ], + "opposite_logprob_tokens": [ + -4.887259006500244 + ], + "logprob_reward": -0.012259015813469887, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.012259015813469887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0949622318148613, + 0.09549186378717422, + 0.09715740382671356, + 0.04928547888994217, + 0.060137663036584854, + 0.022540491074323654, + 0.11589030176401138, + 0.17455890774726868, + 0.25929173827171326, + 0.030683888122439384 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.012259015813469887 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04311249777674675 + ], + "opposite_logprob_tokens": [ + -3.1681125164031982 + ], + "logprob_reward": -0.04311249777674675, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04311249777674675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07624244689941406, + 0.18852093815803528, + 0.11926528066396713, + 0.0463460274040699, + 0.12407493591308594, + 0.06783869862556458, + 0.03540537506341934, + 0.22401417791843414, + 0.046167027205228806, + 0.07212506234645844 + ], + "top_frames": [ + 7, + 1, + 4 + ], + "selected_reward": -0.04311249777674675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029837777838110924 + ], + "opposite_logprob_tokens": [ + -3.5298378467559814 + ], + "logprob_reward": -0.029837777838110924, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029837777838110924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11608774960041046, + 0.10121606290340424, + 0.262532502412796, + 0.11277420818805695, + 0.05802442505955696, + 0.07486362755298615, + 0.027701130136847496, + 0.09902011603116989, + 0.10593055933713913, + 0.041849568486213684 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.029837777838110924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812059387564659 + ], + "opposite_logprob_tokens": [ + -3.2881205081939697 + ], + "logprob_reward": -0.03812059387564659, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812059387564659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13346977531909943, + 0.0974220260977745, + 0.08713764697313309, + 0.16093996167182922, + 0.06908387690782547, + 0.06846289336681366, + 0.04584552347660065, + 0.10997481644153595, + 0.17492111027240753, + 0.052742455154657364 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.03812059387564659 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, slightly high-angled, static view of a searing black cast iron grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does a chef's hand use a wide stainless steel spatula with a black composite handle to flip a thick beef patty?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a golden brioche bun placed on top of the cooking patty to heat and absorb juices?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are thin, round, flour-dusted flatbreads placed one by one on the open, oiled section of the grill?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the flatbreads on the grill begin to puff slightly from the heat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16041329503059387 + ], + "opposite_logprob_tokens": [ + -1.9104132652282715 + ], + "logprob_reward": -0.16041329503059387, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16041329503059387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12892083823680878, + 0.1519862711429596, + 0.13841308653354645, + 0.22334742546081543, + 0.03581063449382782, + 0.039137907326221466, + 0.027860697358846664, + 0.05379877984523773, + 0.16720768809318542, + 0.03351663425564766 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.16041329503059387 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_1/index_tensor([4980, 4980])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_1/index_tensor([4980, 4980])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..48d1334a55a018ab17a9659b4484908b5f24d4cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_1/index_tensor([4980, 4980])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot, the camera slowly pans right along the riverbank, capturing the majestic grandeur of the canyon at a high frame rate. The entire scene is rendered with the style of a delicate picture book. The towering canyon walls are a cascade of colors painted with soft brushstrokes, transitioning from warm terracotta to deep ochre. The outlines are simplified and expressive, and under the even, bright, diffuse light, there is not a single harsh shadow. At the bottom of the canyon, a colorful river rushes. The water is not a single blue, but a fantastical mixture of turquoise, sapphire, and lavender, shimmering with a warm luster under the soft light. The powerful current surges forward with unstoppable force, violently impacting the rounded boulders in the riverbed and stirring up massive whitewater waves. Thanks to the high frame rate's clear capture, each splash is broken down into countless crystalline individual droplets, which trace clear, smooth, and graceful arcs in the air before gracefully falling back onto the churning waters. The entire process is imbued with an exquisite sense of dynamic beauty. This extreme dynamic clarity contrasts sharply with the static aesthetic of the picture book-like background, creating a unique visual experience that is both imbued with powerful natural movement and imbued with the tranquility and beauty of a fairytale.", + "seed": 26508, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_1/index_4980_seed_26508_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.23539078375324607, + "vlm_logprob": -0.23539078375324607, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.23539078375324607, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.39670470356941223 + ], + "opposite_logprob_tokens": [ + -1.1467046737670898 + ], + "logprob_reward": -0.39670470356941223, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.39670470356941223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17102709412574768, + 0.08657429367303848, + 0.061252661049366, + 0.08774405717849731, + 0.028828492388129234, + 0.05674859508872032, + 0.024037450551986694, + 0.3804640769958496, + 0.052101150155067444, + 0.05122208967804909 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.39670470356941223 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761699676513672 + ], + "opposite_logprob_tokens": [ + -0.8261699676513672 + ], + "logprob_reward": -0.5761699676513672, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761699676513672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07251814007759094, + 0.07224489003419876, + 0.0769834890961647, + 0.08265585452318192, + 0.06850884854793549, + 0.0674135833978653, + 0.051084086298942566, + 0.21978743374347687, + 0.21226492524147034, + 0.07653873413801193 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.5761699676513672 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036247759126126766 + ], + "opposite_logprob_tokens": [ + -5.62862491607666 + ], + "logprob_reward": -0.0036247759126126766, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036247759126126766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23711492121219635, + 0.06546734273433685, + 0.028640858829021454, + 0.029177680611610413, + 0.019492970779538155, + 0.3167451322078705, + 0.012364817783236504, + 0.12876726686954498, + 0.06663351505994797, + 0.09559546411037445 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.0036247759126126766 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581839606165886 + ], + "opposite_logprob_tokens": [ + -3.8955817222595215 + ], + "logprob_reward": -0.020581839606165886, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581839606165886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1280297338962555, + 0.08375553786754608, + 0.030607808381319046, + 0.01003632228821516, + 0.01919156312942505, + 0.05188202112913132, + 0.016165921464562416, + 0.5716734528541565, + 0.035048581659793854, + 0.053609125316143036 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.020581839606165886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987263202667236 + ], + "opposite_logprob_tokens": [ + -1.8048726320266724 + ], + "logprob_reward": -0.17987263202667236, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987263202667236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14879624545574188, + 0.08373451977968216, + 0.036205489188432693, + 0.024128399789333344, + 0.017540447413921356, + 0.11127634346485138, + 0.0275589507073164, + 0.325252890586853, + 0.13019898533821106, + 0.09530774503946304 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.17987263202667236 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera slowly pans right along the riverbank, capturing the majestic grandeur of the canyon at a high frame rate. The entire scene is rendered with the style of a delicate picture book. The towering canyon walls are a cascade of colors painted with soft brushstrokes, transitioning from warm terracotta to deep ochre. The outlines are simplified and expressive, and under the even, bright, diffuse light, there is not a single harsh shadow. At the bottom of the canyon, a colorful river rushes. The water is not a single blue, but a fantastical mixture of turquoise, sapphire, and lavender, shimmering with a warm luster under the soft light. The powerful current surges forward with unstoppable force, violently impacting the rounded boulders in the riverbed and stirring up massive whitewater waves. Thanks to the high frame rate's clear capture, each splash is broken down into countless crystalline individual droplets, which trace clear, smooth, and graceful arcs in the air before gracefully falling back onto the churning waters. The entire process is imbued with an exquisite sense of dynamic beauty. This extreme dynamic clarity contrasts sharply with the static aesthetic of the picture book-like background, creating a unique visual experience that is both imbued with powerful natural movement and imbued with the tranquility and beauty of a fairytale.", + "seed": 26509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_1/index_4980_seed_26509_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13573417456354947, + "vlm_logprob": -0.13573417456354947, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.13573417456354947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03952816501259804 + ], + "opposite_logprob_tokens": [ + -3.4145281314849854 + ], + "logprob_reward": -0.03952816501259804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03952816501259804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1740541011095047, + 0.04267595708370209, + 0.0892927497625351, + 0.1586616188287735, + 0.041869450360536575, + 0.07924360036849976, + 0.21534958481788635, + 0.034450456500053406, + 0.12483227252960205, + 0.03957022354006767 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.03952816501259804 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742768704891205 + ], + "opposite_logprob_tokens": [ + -0.9742769002914429 + ], + "logprob_reward": -0.4742768704891205, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742768704891205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14285457134246826, + 0.0544520765542984, + 0.037912607192993164, + 0.029064152389764786, + 0.049763746559619904, + 0.052465394139289856, + 0.47461172938346863, + 0.0147293945774436, + 0.11941459029912949, + 0.024731682613492012 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.4742768704891205 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015163839561864734 + ], + "opposite_logprob_tokens": [ + -6.501516342163086 + ], + "logprob_reward": -0.0015163839561864734, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015163839561864734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12620367109775543, + 0.01320659089833498, + 0.03762619569897652, + 0.12187017500400543, + 0.010090229101479053, + 0.017049480229616165, + 0.14835777878761292, + 0.016005726531147957, + 0.502171516418457, + 0.007418756373226643 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0015163839561864734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020576585084199905 + ], + "opposite_logprob_tokens": [ + -3.8955764770507812 + ], + "logprob_reward": -0.020576585084199905, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020576585084199905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22892522811889648, + 0.030703645199537277, + 0.033115454018116, + 0.0788368210196495, + 0.022940780967473984, + 0.031256623566150665, + 0.08532919734716415, + 0.02019652910530567, + 0.45163097977638245, + 0.017064737156033516 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.020576585084199905 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427728682756424 + ], + "opposite_logprob_tokens": [ + -2.017772912979126 + ], + "logprob_reward": -0.1427728682756424, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1427728682756424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16787520051002502, + 0.12451872229576111, + 0.07578566670417786, + 0.0781678557395935, + 0.04572005569934845, + 0.035375166684389114, + 0.07817163318395615, + 0.03315911814570427, + 0.32613423466682434, + 0.03509238734841347 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.1427728682756424 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera slowly pans right along the riverbank, capturing the majestic grandeur of the canyon at a high frame rate. The entire scene is rendered with the style of a delicate picture book. The towering canyon walls are a cascade of colors painted with soft brushstrokes, transitioning from warm terracotta to deep ochre. The outlines are simplified and expressive, and under the even, bright, diffuse light, there is not a single harsh shadow. At the bottom of the canyon, a colorful river rushes. The water is not a single blue, but a fantastical mixture of turquoise, sapphire, and lavender, shimmering with a warm luster under the soft light. The powerful current surges forward with unstoppable force, violently impacting the rounded boulders in the riverbed and stirring up massive whitewater waves. Thanks to the high frame rate's clear capture, each splash is broken down into countless crystalline individual droplets, which trace clear, smooth, and graceful arcs in the air before gracefully falling back onto the churning waters. The entire process is imbued with an exquisite sense of dynamic beauty. This extreme dynamic clarity contrasts sharply with the static aesthetic of the picture book-like background, creating a unique visual experience that is both imbued with powerful natural movement and imbued with the tranquility and beauty of a fairytale.", + "seed": 26510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_1/index_4980_seed_26510_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15016067908145486, + "vlm_logprob": -0.15016067908145486, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.15016067908145486, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12097813934087753 + ], + "opposite_logprob_tokens": [ + -2.2459781169891357 + ], + "logprob_reward": -0.12097813934087753, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12097813934087753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12754173576831818, + 0.057042744010686874, + 0.38173696398735046, + 0.11625474691390991, + 0.07358470559120178, + 0.044440239667892456, + 0.05652086064219475, + 0.06066753715276718, + 0.03470979630947113, + 0.04750065878033638 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.12097813934087753 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742695093154907 + ], + "opposite_logprob_tokens": [ + -0.9742695093154907 + ], + "logprob_reward": -0.4742695093154907, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742695093154907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12918201088905334, + 0.0880252793431282, + 0.40211448073387146, + 0.15172769129276276, + 0.029015185311436653, + 0.012593233957886696, + 0.025771643966436386, + 0.04878607392311096, + 0.038812290877103806, + 0.07397200912237167 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.4742695093154907 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022018731106072664 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022018731106072664, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022018731106072664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12785208225250244, + 0.06805320084095001, + 0.13788136839866638, + 0.37735816836357117, + 0.035175103694200516, + 0.02004692144691944, + 0.052959244698286057, + 0.07760670781135559, + 0.02702690288424492, + 0.07604026049375534 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0022018731106072664 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633783593773842 + ], + "opposite_logprob_tokens": [ + -3.6513378620147705 + ], + "logprob_reward": -0.02633783593773842, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633783593773842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1576482206583023, + 0.07146803289651871, + 0.27102556824684143, + 0.17421676218509674, + 0.041783832013607025, + 0.045144326984882355, + 0.030336657539010048, + 0.016109786927700043, + 0.0636463388800621, + 0.128620445728302 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.02633783593773842 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12701603770256042 + ], + "opposite_logprob_tokens": [ + -2.127016067504883 + ], + "logprob_reward": -0.12701603770256042, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12701603770256042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19970613718032837, + 0.06420133262872696, + 0.17855289578437805, + 0.15353426337242126, + 0.08278992772102356, + 0.0525268130004406, + 0.0676519051194191, + 0.06563816964626312, + 0.08689756691455841, + 0.04850103706121445 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.12701603770256042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, the camera slowly pans right along the riverbank, capturing the majestic grandeur of the canyon at a high frame rate. The entire scene is rendered with the style of a delicate picture book. The towering canyon walls are a cascade of colors painted with soft brushstrokes, transitioning from warm terracotta to deep ochre. The outlines are simplified and expressive, and under the even, bright, diffuse light, there is not a single harsh shadow. At the bottom of the canyon, a colorful river rushes. The water is not a single blue, but a fantastical mixture of turquoise, sapphire, and lavender, shimmering with a warm luster under the soft light. The powerful current surges forward with unstoppable force, violently impacting the rounded boulders in the riverbed and stirring up massive whitewater waves. Thanks to the high frame rate's clear capture, each splash is broken down into countless crystalline individual droplets, which trace clear, smooth, and graceful arcs in the air before gracefully falling back onto the churning waters. The entire process is imbued with an exquisite sense of dynamic beauty. This extreme dynamic clarity contrasts sharply with the static aesthetic of the picture book-like background, creating a unique visual experience that is both imbued with powerful natural movement and imbued with the tranquility and beauty of a fairytale.", + "seed": 26511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_1/index_4980_seed_26511_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14092963165603578, + "vlm_logprob": -0.14092963165603578, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.14092963165603578, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07349801808595657 + ], + "opposite_logprob_tokens": [ + -2.698498010635376 + ], + "logprob_reward": -0.07349801808595657, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07349801808595657, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15987254679203033, + 0.19163914024829865, + 0.10773856937885284, + 0.0428607203066349, + 0.11968663334846497, + 0.07238781452178955, + 0.14151771366596222, + 0.09309333562850952, + 0.025269484147429466, + 0.04593405872583389 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.07349801808595657 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233514904975891 + ], + "opposite_logprob_tokens": [ + -0.8983514904975891 + ], + "logprob_reward": -0.5233514904975891, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233514904975891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18089249730110168, + 0.05341919884085655, + 0.07667290419340134, + 0.01897207833826542, + 0.06769733130931854, + 0.09429080784320831, + 0.3654961884021759, + 0.07247591018676758, + 0.017871076241135597, + 0.052211958914995193 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.5233514904975891 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491467399522662 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.002491467399522662, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491467399522662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2162633240222931, + 0.05229814723134041, + 0.26988646388053894, + 0.03451796993613243, + 0.08945997059345245, + 0.03643900156021118, + 0.10949782282114029, + 0.05823078751564026, + 0.0440121553838253, + 0.08939440548419952 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.002491467399522662 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339111849665642 + ], + "opposite_logprob_tokens": [ + -3.651339054107666 + ], + "logprob_reward": -0.026339111849665642, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339111849665642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38315439224243164, + 0.06707978248596191, + 0.2447570562362671, + 0.019873524084687233, + 0.039580777287483215, + 0.02972935140132904, + 0.06350421905517578, + 0.09504465013742447, + 0.01998458430171013, + 0.03729165717959404 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.026339111849665642 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot taken from a low angle with a wide-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pan right along the riverbank?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the canyon walls rendered with simplified outlines and soft brushstrokes in a picture book style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the river water a mixture of turquoise, sapphire, and lavender colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the water splashes captured as individual crystalline droplets tracing smooth arcs in the air?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896807044744492 + ], + "opposite_logprob_tokens": [ + -2.578968048095703 + ], + "logprob_reward": -0.07896807044744492, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896807044744492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1935812383890152, + 0.09676339477300644, + 0.15081587433815002, + 0.042021509259939194, + 0.08796799182891846, + 0.07769833505153656, + 0.18184764683246613, + 0.0889880582690239, + 0.0404234305024147, + 0.03989248350262642 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.07896807044744492 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_10/index_tensor([4930, 4930])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_10/index_tensor([4930, 4930])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a7b66a45ecb64b35ac724660bb966c69c5508d4c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_10/index_tensor([4930, 4930])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium, static shot, taken from a slightly upward angle, captures a commanding ancient general, his complexion crimson like a red date and his presence imposing. His thick, slender black beard falls to his chest, his eyes piercing with lightning. He clad in a finely crafted suit of bronze armor, featuring thick shoulder pads and intricately carved animal-face patterns. With his leather-guarded right hand, he grips the hilt of his massive crescent-shaped blade with a force that threatens to crush it. The veins in his massive forearm, tangled like tangled tree roots, are visible from the sheer force. Every detail reveals the immense power contained within. The background is a battlefield filled with yellow sand and smoke. The sky is gloomy, and the cold sunlight penetrates the thin clouds, casting sharp metallic reflections on his armor and cold blade. The main colors of the picture tend to be gloomy ochre and cold metallic colors. The whole scene is filled with the tension of impending storm and a powerful aura that is ready to explode.", + "seed": 30720, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_10/index_4930_seed_30720_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.034252793760970235, + "vlm_logprob": -0.034252793760970235, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.034252793760970235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062274351716041565 + ], + "opposite_logprob_tokens": [ + -2.81227445602417 + ], + "logprob_reward": -0.062274351716041565, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062274351716041565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16591127216815948, + 0.5013493299484253, + 0.04732712358236313, + 0.0601123571395874, + 0.03999082371592522, + 0.025208940729498863, + 0.037259697914123535, + 0.0633007064461708, + 0.020537830889225006, + 0.03900197148323059 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.062274351716041565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260554142296314 + ], + "opposite_logprob_tokens": [ + -5.255260467529297 + ], + "logprob_reward": -0.005260554142296314, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260554142296314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15812616050243378, + 0.2704958915710449, + 0.061101850122213364, + 0.13082446157932281, + 0.05007925629615784, + 0.051301002502441406, + 0.0463249534368515, + 0.12978379428386688, + 0.04678143560886383, + 0.055181216448545456 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.005260554142296314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533587403595448 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533587403595448, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533587403595448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17534998059272766, + 0.1360936015844345, + 0.06724345684051514, + 0.09782972186803818, + 0.047931425273418427, + 0.09819307923316956, + 0.04459090903401375, + 0.13911902904510498, + 0.10639005899429321, + 0.08725876361131668 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.012533587403595448 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021946171764284372 + ], + "opposite_logprob_tokens": [ + -6.127194404602051 + ], + "logprob_reward": -0.0021946171764284372, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021946171764284372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16866648197174072, + 0.10970936715602875, + 0.08730439841747284, + 0.07162865251302719, + 0.15079160034656525, + 0.044338952749967575, + 0.09329149127006531, + 0.09292130917310715, + 0.06584954261779785, + 0.11549820005893707 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0021946171764284372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900085836648941 + ], + "opposite_logprob_tokens": [ + -2.464000940322876 + ], + "logprob_reward": -0.08900085836648941, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900085836648941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09770546108484268, + 0.09494180232286453, + 0.06668350845575333, + 0.1878640204668045, + 0.05333532392978668, + 0.05853583291172981, + 0.1611126959323883, + 0.17607827484607697, + 0.07892048358917236, + 0.02482256107032299 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.08900085836648941 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, taken from a slightly upward angle, captures a commanding ancient general, his complexion crimson like a red date and his presence imposing. His thick, slender black beard falls to his chest, his eyes piercing with lightning. He clad in a finely crafted suit of bronze armor, featuring thick shoulder pads and intricately carved animal-face patterns. With his leather-guarded right hand, he grips the hilt of his massive crescent-shaped blade with a force that threatens to crush it. The veins in his massive forearm, tangled like tangled tree roots, are visible from the sheer force. Every detail reveals the immense power contained within. The background is a battlefield filled with yellow sand and smoke. The sky is gloomy, and the cold sunlight penetrates the thin clouds, casting sharp metallic reflections on his armor and cold blade. The main colors of the picture tend to be gloomy ochre and cold metallic colors. The whole scene is filled with the tension of impending storm and a powerful aura that is ready to explode.", + "seed": 30721, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_10/index_4930_seed_30721_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06360337035730482, + "vlm_logprob": -0.06360337035730482, + "vlm_yes_no_margin": 3.124999976158142, + "vlm_token_credit": -0.06360337035730482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06228812783956528 + ], + "opposite_logprob_tokens": [ + -2.8122880458831787 + ], + "logprob_reward": -0.06228812783956528, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06228812783956528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08216356486082077, + 0.2845168709754944, + 0.0777384415268898, + 0.062188658863306046, + 0.13037247955799103, + 0.10310874879360199, + 0.06346166878938675, + 0.05646129325032234, + 0.07641689479351044, + 0.06357141584157944 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.06228812783956528 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595770264044404 + ], + "opposite_logprob_tokens": [ + -5.13095760345459 + ], + "logprob_reward": -0.00595770264044404, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595770264044404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24584975838661194, + 0.13821883499622345, + 0.1059575229883194, + 0.09880411624908447, + 0.047382839024066925, + 0.053649626672267914, + 0.07030519098043442, + 0.12770724296569824, + 0.03511525318026543, + 0.07700958102941513 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.00595770264044404 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033695563673973083 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.033695563673973083, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033695563673973083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3222551643848419, + 0.32617688179016113, + 0.07925177365541458, + 0.039863526821136475, + 0.038404300808906555, + 0.04622695595026016, + 0.03310738131403923, + 0.024700166657567024, + 0.019606586545705795, + 0.07040723413228989 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.033695563673973083 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707220017910004 + ], + "opposite_logprob_tokens": [ + -2.1270720958709717 + ], + "logprob_reward": -0.12707220017910004, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12707220017910004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16560985147953033, + 0.23467059433460236, + 0.07452768832445145, + 0.07356811314821243, + 0.07720012962818146, + 0.06945697963237762, + 0.0805264413356781, + 0.06957315653562546, + 0.05805916711688042, + 0.09680785238742828 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.12707220017910004 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08900325745344162 + ], + "opposite_logprob_tokens": [ + -2.464003324508667 + ], + "logprob_reward": -0.08900325745344162, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08900325745344162, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27331727743148804, + 0.15026900172233582, + 0.10187970846891403, + 0.12629716098308563, + 0.07204708456993103, + 0.034955818206071854, + 0.0673205628991127, + 0.0351068377494812, + 0.08486975729465485, + 0.05393685773015022 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.08900325745344162 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, taken from a slightly upward angle, captures a commanding ancient general, his complexion crimson like a red date and his presence imposing. His thick, slender black beard falls to his chest, his eyes piercing with lightning. He clad in a finely crafted suit of bronze armor, featuring thick shoulder pads and intricately carved animal-face patterns. With his leather-guarded right hand, he grips the hilt of his massive crescent-shaped blade with a force that threatens to crush it. The veins in his massive forearm, tangled like tangled tree roots, are visible from the sheer force. Every detail reveals the immense power contained within. The background is a battlefield filled with yellow sand and smoke. The sky is gloomy, and the cold sunlight penetrates the thin clouds, casting sharp metallic reflections on his armor and cold blade. The main colors of the picture tend to be gloomy ochre and cold metallic colors. The whole scene is filled with the tension of impending storm and a powerful aura that is ready to explode.", + "seed": 30722, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_10/index_4930_seed_30722_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11157909464091062, + "vlm_logprob": -0.11157909464091062, + "vlm_yes_no_margin": 3.124999988079071, + "vlm_token_credit": -0.11157909464091062, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0792609378695488 + ], + "opposite_logprob_tokens": [ + -2.57926082611084 + ], + "logprob_reward": -0.0792609378695488, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0792609378695488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19983820617198944, + 0.1935528814792633, + 0.04661085829138756, + 0.03419196978211403, + 0.04290159046649933, + 0.03492043912410736, + 0.06106147915124893, + 0.09790097922086716, + 0.08803723752498627, + 0.20098437368869781 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0792609378695488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646194823086262 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008646194823086262, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646194823086262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2490137666463852, + 0.18503324687480927, + 0.05337601900100708, + 0.2315928190946579, + 0.030522897839546204, + 0.036642901599407196, + 0.033252447843551636, + 0.04453173279762268, + 0.027627404779195786, + 0.1084066778421402 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.008646194823086262 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020573198795318604 + ], + "opposite_logprob_tokens": [ + -3.895573139190674 + ], + "logprob_reward": -0.020573198795318604, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020573198795318604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20307031273841858, + 0.09697038680315018, + 0.05173182860016823, + 0.21924342215061188, + 0.04977473244071007, + 0.031780388206243515, + 0.06119067966938019, + 0.03634319454431534, + 0.15403826534748077, + 0.09585677087306976 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.020573198795318604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057635225355625 + ], + "opposite_logprob_tokens": [ + -3.895576238632202 + ], + "logprob_reward": -0.02057635225355625, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057635225355625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14523456990718842, + 0.08371412009000778, + 0.017392924055457115, + 0.04711680859327316, + 0.041641514748334885, + 0.02367531508207321, + 0.04650183394551277, + 0.03802794963121414, + 0.11641906946897507, + 0.4402758777141571 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.02057635225355625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288387894630432 + ], + "opposite_logprob_tokens": [ + -1.0538387298583984 + ], + "logprob_reward": -0.4288387894630432, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4288387894630432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09511648118495941, + 0.033385857939720154, + 0.034657251089811325, + 0.44279593229293823, + 0.05624621734023094, + 0.03700147941708565, + 0.05122664198279381, + 0.041841596364974976, + 0.055711399763822556, + 0.15201711654663086 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.4288387894630432 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium, static shot, taken from a slightly upward angle, captures a commanding ancient general, his complexion crimson like a red date and his presence imposing. His thick, slender black beard falls to his chest, his eyes piercing with lightning. He clad in a finely crafted suit of bronze armor, featuring thick shoulder pads and intricately carved animal-face patterns. With his leather-guarded right hand, he grips the hilt of his massive crescent-shaped blade with a force that threatens to crush it. The veins in his massive forearm, tangled like tangled tree roots, are visible from the sheer force. Every detail reveals the immense power contained within. The background is a battlefield filled with yellow sand and smoke. The sky is gloomy, and the cold sunlight penetrates the thin clouds, casting sharp metallic reflections on his armor and cold blade. The main colors of the picture tend to be gloomy ochre and cold metallic colors. The whole scene is filled with the tension of impending storm and a powerful aura that is ready to explode.", + "seed": 30723, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_10/index_4930_seed_30723_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03519240971654654, + "vlm_logprob": -0.03519240971654654, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.03519240971654654, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010422325693070889 + ], + "opposite_logprob_tokens": [ + -4.635422229766846 + ], + "logprob_reward": -0.010422325693070889, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010422325693070889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32716983556747437, + 0.0714472308754921, + 0.0714494064450264, + 0.04788053035736084, + 0.021056264638900757, + 0.13479360938072205, + 0.04562191665172577, + 0.11469417810440063, + 0.055886171758174896, + 0.11000090837478638 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.010422325693070889 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008654349483549595 + ], + "opposite_logprob_tokens": [ + -4.7586541175842285 + ], + "logprob_reward": -0.008654349483549595, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008654349483549595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2787284553050995, + 0.27271994948387146, + 0.08661961555480957, + 0.03473640978336334, + 0.018245423212647438, + 0.06499352306127548, + 0.05705678462982178, + 0.05591196566820145, + 0.057825200259685516, + 0.07316263020038605 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008654349483549595 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192831702530384 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014192831702530384, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192831702530384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6645018458366394, + 0.1809958815574646, + 0.03660217300057411, + 0.011136027984321117, + 0.007631910033524036, + 0.023598579689860344, + 0.01926017366349697, + 0.016274359077215195, + 0.020288027822971344, + 0.01971103437244892 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.014192831702530384 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979959361255169 + ], + "opposite_logprob_tokens": [ + -3.529799699783325 + ], + "logprob_reward": -0.02979959361255169, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979959361255169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5186730623245239, + 0.08599836379289627, + 0.03656509146094322, + 0.03731662407517433, + 0.03325498849153519, + 0.020836645737290382, + 0.017612189054489136, + 0.025697778910398483, + 0.04440872743725777, + 0.179636612534523 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.02979959361255169 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an ancient general with a crimson complexion and a thick black beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the general wearing bronze armor with thick shoulder pads and carved animal-face patterns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the general gripping a massive crescent-shaped blade with his leather-guarded right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a battlefield filled with yellow sand and smoke under a gloomy sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a static medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289294809103012 + ], + "opposite_logprob_tokens": [ + -2.2378928661346436 + ], + "logprob_reward": -0.11289294809103012, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289294809103012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3945287764072418, + 0.07658401131629944, + 0.09503816813230515, + 0.09107627719640732, + 0.03986387699842453, + 0.0812416523694992, + 0.046975553035736084, + 0.0441766083240509, + 0.05463491007685661, + 0.07588011771440506 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.11289294809103012 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_11/index_tensor([4046, 4046])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_11/index_tensor([4046, 4046])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ee7a0bb1904c6a05a3f145b159721b14f342fb0c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_11/index_tensor([4046, 4046])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, rotating tracking shot, set in a Stardew Valley-esque pixel world, captures a \"Yangtianxuelu\" tea spirit, composed of emerald green pixels. Composed of varying shades of green, bordered by darker dark green pixels and dotted with two large, gleaming black pixel eyes, it gracefully leaps from the top of the screen in a graceful arc. The camera rotates gracefully around it, following its slow tumble through the air, ultimately gracing a massive, pixelated ceramic teacup resting atop a warm, wood-grained pixel tabletop. The off-white cup, massive and shimmering with a soft, pixelated sheen, is filled with amber tea, wisps of steam rising from it composed of white and light gray pixels. The tea spirit descends gracefully, its tip delicately touching the surface of the steaming tea, instantly sending ripples of tiny cubes radiating outward. The entire scene is bathed in soft, warm indoor light, creating an atmosphere both magical and deeply warm and tranquil.", + "seed": 681, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_11/index_4046_seed_681_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08929740665480494, + "vlm_logprob": -0.08929740665480494, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.08929740665480494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16075411438941956 + ], + "opposite_logprob_tokens": [ + -1.9107540845870972 + ], + "logprob_reward": -0.16075411438941956, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16075411438941956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2919866442680359, + 0.08738820999860764, + 0.11725322157144547, + 0.16524478793144226, + 0.07138936221599579, + 0.03925051912665367, + 0.035843413323163986, + 0.11772813647985458, + 0.040530722588300705, + 0.03338495269417763 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.16075411438941956 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497359111905098 + ], + "opposite_logprob_tokens": [ + -2.929973602294922 + ], + "logprob_reward": -0.05497359111905098, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497359111905098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25345245003700256, + 0.15758197009563446, + 0.22999465465545654, + 0.1015736311674118, + 0.03540268540382385, + 0.038565073162317276, + 0.023882083594799042, + 0.08873973786830902, + 0.03481096774339676, + 0.035996731370687485 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05497359111905098 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799054890871048 + ], + "opposite_logprob_tokens": [ + -1.8049055337905884 + ], + "logprob_reward": -0.1799054890871048, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799054890871048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22074703872203827, + 0.17633630335330963, + 0.10995066165924072, + 0.15504926443099976, + 0.05815424770116806, + 0.0621018186211586, + 0.06149487942457199, + 0.07459931820631027, + 0.040831223130226135, + 0.04073518142104149 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.1799054890871048 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021974719129502773 + ], + "opposite_logprob_tokens": [ + -6.127197265625 + ], + "logprob_reward": -0.0021974719129502773, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021974719129502773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21457262337207794, + 0.10062207281589508, + 0.13947468996047974, + 0.11904843896627426, + 0.058830901980400085, + 0.0449456088244915, + 0.11755744367837906, + 0.13577738404273987, + 0.028170574456453323, + 0.041000280529260635 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.0021974719129502773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048656366765499115 + ], + "opposite_logprob_tokens": [ + -3.048656463623047 + ], + "logprob_reward": -0.048656366765499115, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048656366765499115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1837170422077179, + 0.09624247252941132, + 0.12094990909099579, + 0.16214407980442047, + 0.04403119534254074, + 0.06995992362499237, + 0.11475616693496704, + 0.07841954380273819, + 0.07551755011081696, + 0.05426206439733505 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.048656366765499115 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, rotating tracking shot, set in a Stardew Valley-esque pixel world, captures a \"Yangtianxuelu\" tea spirit, composed of emerald green pixels. Composed of varying shades of green, bordered by darker dark green pixels and dotted with two large, gleaming black pixel eyes, it gracefully leaps from the top of the screen in a graceful arc. The camera rotates gracefully around it, following its slow tumble through the air, ultimately gracing a massive, pixelated ceramic teacup resting atop a warm, wood-grained pixel tabletop. The off-white cup, massive and shimmering with a soft, pixelated sheen, is filled with amber tea, wisps of steam rising from it composed of white and light gray pixels. The tea spirit descends gracefully, its tip delicately touching the surface of the steaming tea, instantly sending ripples of tiny cubes radiating outward. The entire scene is bathed in soft, warm indoor light, creating an atmosphere both magical and deeply warm and tranquil.", + "seed": 682, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_11/index_4046_seed_682_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.050554713106248525, + "vlm_logprob": -0.050554713106248525, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.050554713106248525, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0054420894011855125 + ], + "opposite_logprob_tokens": [ + -5.255442142486572 + ], + "logprob_reward": -0.0054420894011855125, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0054420894011855125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14848853647708893, + 0.07903376966714859, + 0.045504167675971985, + 0.1797126978635788, + 0.14681045711040497, + 0.07135926932096481, + 0.04063941910862923, + 0.05297211930155754, + 0.13222460448741913, + 0.10325495153665543 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0054420894011855125 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865795746445656 + ], + "opposite_logprob_tokens": [ + -3.0486578941345215 + ], + "logprob_reward": -0.04865795746445656, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865795746445656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15649928152561188, + 0.0939321219921112, + 0.1704564392566681, + 0.08551333099603653, + 0.10729917138814926, + 0.15365618467330933, + 0.03404752165079117, + 0.04458482563495636, + 0.08800790458917618, + 0.0660032331943512 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.04865795746445656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428048014640808 + ], + "opposite_logprob_tokens": [ + -2.0178048610687256 + ], + "logprob_reward": -0.1428048014640808, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428048014640808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06121727079153061, + 0.07051225751638412, + 0.05963253602385521, + 0.25215139985084534, + 0.04698466882109642, + 0.10470608621835709, + 0.10933373868465424, + 0.10718002170324326, + 0.06207343190908432, + 0.1262086182832718 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.1428048014640808 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009191579301841557 + ], + "opposite_logprob_tokens": [ + -7.000919342041016 + ], + "logprob_reward": -0.0009191579301841557, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009191579301841557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09104468673467636, + 0.03618676960468292, + 0.04547981172800064, + 0.07929185032844543, + 0.11559620499610901, + 0.19113346934318542, + 0.11314427107572556, + 0.050826817750930786, + 0.13708847761154175, + 0.14020764827728271 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.0009191579301841557 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549495592713356 + ], + "opposite_logprob_tokens": [ + -2.9299495220184326 + ], + "logprob_reward": -0.0549495592713356, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549495592713356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11121948063373566, + 0.0355803444981575, + 0.05761617794632912, + 0.07110595703125, + 0.12089700251817703, + 0.17414043843746185, + 0.04134855791926384, + 0.15689179301261902, + 0.07718866318464279, + 0.1540115922689438 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.0549495592713356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, rotating tracking shot, set in a Stardew Valley-esque pixel world, captures a \"Yangtianxuelu\" tea spirit, composed of emerald green pixels. Composed of varying shades of green, bordered by darker dark green pixels and dotted with two large, gleaming black pixel eyes, it gracefully leaps from the top of the screen in a graceful arc. The camera rotates gracefully around it, following its slow tumble through the air, ultimately gracing a massive, pixelated ceramic teacup resting atop a warm, wood-grained pixel tabletop. The off-white cup, massive and shimmering with a soft, pixelated sheen, is filled with amber tea, wisps of steam rising from it composed of white and light gray pixels. The tea spirit descends gracefully, its tip delicately touching the surface of the steaming tea, instantly sending ripples of tiny cubes radiating outward. The entire scene is bathed in soft, warm indoor light, creating an atmosphere both magical and deeply warm and tranquil.", + "seed": 683, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_11/index_4046_seed_683_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031021907972171903, + "vlm_logprob": -0.031021907972171903, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.031021907972171903, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01285610068589449 + ], + "opposite_logprob_tokens": [ + -4.3878560066223145 + ], + "logprob_reward": -0.01285610068589449, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01285610068589449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1742030829191208, + 0.08159301429986954, + 0.12220455706119537, + 0.0650932565331459, + 0.03319074958562851, + 0.10731923580169678, + 0.09613640606403351, + 0.2782251238822937, + 0.031224165111780167, + 0.01081041805446148 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.01285610068589449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002526521682739 + ], + "opposite_logprob_tokens": [ + -2.6950252056121826 + ], + "logprob_reward": -0.07002526521682739, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002526521682739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10896223783493042, + 0.49920469522476196, + 0.05315088853240013, + 0.0512956939637661, + 0.027285533025860786, + 0.06376282870769501, + 0.015384040772914886, + 0.14111445844173431, + 0.02155889943242073, + 0.018280737102031708 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.07002526521682739 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350142434239388 + ], + "opposite_logprob_tokens": [ + -3.651350259780884 + ], + "logprob_reward": -0.026350142434239388, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350142434239388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08160840719938278, + 0.07244610041379929, + 0.0448334664106369, + 0.25881120562553406, + 0.035016752779483795, + 0.08112011849880219, + 0.17562101781368256, + 0.19089818000793457, + 0.0412968210875988, + 0.0183479655534029 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.026350142434239388 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028178293723613024 + ], + "opposite_logprob_tokens": [ + -5.877817630767822 + ], + "logprob_reward": -0.0028178293723613024, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028178293723613024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0875166580080986, + 0.15923821926116943, + 0.1706298589706421, + 0.13539975881576538, + 0.05572778359055519, + 0.11095117032527924, + 0.07610585540533066, + 0.14639535546302795, + 0.031907711178064346, + 0.026127710938453674 + ], + "top_frames": [ + 2, + 1, + 7 + ], + "selected_reward": -0.0028178293723613024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306020215153694 + ], + "opposite_logprob_tokens": [ + -3.168060302734375 + ], + "logprob_reward": -0.04306020215153694, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306020215153694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10092843323945999, + 0.07920299470424652, + 0.06440737843513489, + 0.03530498594045639, + 0.04518430307507515, + 0.09657830744981766, + 0.045990508049726486, + 0.39036592841148376, + 0.07353157550096512, + 0.06850555539131165 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.04306020215153694 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, rotating tracking shot, set in a Stardew Valley-esque pixel world, captures a \"Yangtianxuelu\" tea spirit, composed of emerald green pixels. Composed of varying shades of green, bordered by darker dark green pixels and dotted with two large, gleaming black pixel eyes, it gracefully leaps from the top of the screen in a graceful arc. The camera rotates gracefully around it, following its slow tumble through the air, ultimately gracing a massive, pixelated ceramic teacup resting atop a warm, wood-grained pixel tabletop. The off-white cup, massive and shimmering with a soft, pixelated sheen, is filled with amber tea, wisps of steam rising from it composed of white and light gray pixels. The tea spirit descends gracefully, its tip delicately touching the surface of the steaming tea, instantly sending ripples of tiny cubes radiating outward. The entire scene is bathed in soft, warm indoor light, creating an atmosphere both magical and deeply warm and tranquil.", + "seed": 684, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_11/index_4046_seed_684_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03076066595967859, + "vlm_logprob": -0.03076066595967859, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.03076066595967859, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02074858918786049 + ], + "opposite_logprob_tokens": [ + -3.8957486152648926 + ], + "logprob_reward": -0.02074858918786049, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02074858918786049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3558967113494873, + 0.03693709895014763, + 0.03652884438633919, + 0.37846869230270386, + 0.03325296565890312, + 0.06402566283941269, + 0.04144633188843727, + 0.020349998027086258, + 0.022962016984820366, + 0.010131672024726868 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.02074858918786049 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306374117732048 + ], + "opposite_logprob_tokens": [ + -3.1680636405944824 + ], + "logprob_reward": -0.04306374117732048, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306374117732048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.341869592666626, + 0.059446584433317184, + 0.04157475009560585, + 0.25045540928840637, + 0.03317148983478546, + 0.09967543184757233, + 0.029509902000427246, + 0.05120586231350899, + 0.056002628058195114, + 0.037088435143232346 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.04306374117732048 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370651230216026 + ], + "opposite_logprob_tokens": [ + -3.4087064266204834 + ], + "logprob_reward": -0.03370651230216026, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370651230216026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0814964771270752, + 0.02590527944266796, + 0.04217556118965149, + 0.4044397473335266, + 0.0314188227057457, + 0.08017515391111374, + 0.07433771342039108, + 0.18586032092571259, + 0.05540762096643448, + 0.01878329925239086 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.03370651230216026 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013342535821720958 + ], + "opposite_logprob_tokens": [ + -6.626334190368652 + ], + "logprob_reward": -0.0013342535821720958, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013342535821720958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19298171997070312, + 0.05429218336939812, + 0.03645099699497223, + 0.25259295105934143, + 0.04404502734541893, + 0.229665607213974, + 0.083207868039608, + 0.04560520872473717, + 0.03496280685067177, + 0.02619563788175583 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.0013342535821720958 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a tea spirit composed of emerald green pixels with two large black pixel eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the tea spirit leap from the top of the screen in a graceful arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the camera rotating around the tea spirit while it tumbles through the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the tea spirit land in a massive off-white pixelated ceramic teacup filled with amber tea and white/light gray steam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do tiny cube ripples radiate outward from the tea surface when the spirit touches it?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495023354887962 + ], + "opposite_logprob_tokens": [ + -2.92995023727417 + ], + "logprob_reward": -0.05495023354887962, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495023354887962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1895824372768402, + 0.0629410669207573, + 0.05369403958320618, + 0.037085726857185364, + 0.019818991422653198, + 0.34364941716194153, + 0.11051322519779205, + 0.0625920370221138, + 0.03210943192243576, + 0.08801361918449402 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.05495023354887962 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_12/index_tensor([9705, 9705])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_12/index_tensor([9705, 9705])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dee4bf289b97471cb8413e164751b9adca898d38 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_12/index_tensor([9705, 9705])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captures the cataclysmic moment as a towering bronze statue of an ancient king, situated in the center of a vast, stone-paved plaza, begins its demise. The king, clad in dark, weathered bronze streaked with green patina, stands in an imperial pose, one hand resting on a greatsword, his bearded face set in a permanent, stern expression. Beneath a dark, turbulent sky, dramatic, low-angle sunlight penetrates the clouds, casting long, stark shadows that dimly shimmer across the metal surface. The entire scene is captured by a violent, low-frequency vibration that courses through the statue's massive form, causing the camera to tremble slightly from the shockwave. This is immediately followed by high-frequency dusting, removing oxidized metal flakes and small stone fragments from its massive base. With the muffled groan of shearing metal, a visible crack spreads from the statue's base, and the colossal figure begins to slowly and inexorably tilt forward. The statue's immense weight becomes the instrument of its own destruction, its once-proud posture twisting into a grotesque tilt as it begins to collapse, creating an atmosphere of terrifying, apocalyptic grandeur amidst the ruins.", + "seed": 16675, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_12/index_9705_seed_16675_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12187492935918272, + "vlm_logprob": -0.12187492935918272, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.12187492935918272, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5241633653640747 + ], + "opposite_logprob_tokens": [ + -0.8991633653640747 + ], + "logprob_reward": -0.5241633653640747, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5241633653640747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07568328082561493, + 0.05163373425602913, + 0.04815971851348877, + 0.16882525384426117, + 0.058535315096378326, + 0.13519421219825745, + 0.2657581865787506, + 0.04014883562922478, + 0.12569200992584229, + 0.030369456857442856 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.5241633653640747 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00363522837869823 + ], + "opposite_logprob_tokens": [ + -5.628635406494141 + ], + "logprob_reward": -0.00363522837869823, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00363522837869823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06389743834733963, + 0.034288190305233, + 0.06910008937120438, + 0.3144969344139099, + 0.10467004776000977, + 0.11038030683994293, + 0.12935249507427216, + 0.059659820050001144, + 0.054929569363594055, + 0.05922508239746094 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.00363522837869823 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782824665307999 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782824665307999, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782824665307999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12040916085243225, + 0.05099277198314667, + 0.1361912041902542, + 0.10955849289894104, + 0.07014156132936478, + 0.09594922512769699, + 0.19272823631763458, + 0.018805326893925667, + 0.17035061120986938, + 0.03487339988350868 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.009782824665307999 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033699944615364075 + ], + "opposite_logprob_tokens": [ + -3.4086999893188477 + ], + "logprob_reward": -0.033699944615364075, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033699944615364075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05015069246292114, + 0.04643687233328819, + 0.042801689356565475, + 0.11561499536037445, + 0.028726058080792427, + 0.29563257098197937, + 0.06599761545658112, + 0.03223586827516556, + 0.05364704504609108, + 0.2687566578388214 + ], + "top_frames": [ + 5, + 9, + 3 + ], + "selected_reward": -0.033699944615364075 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809328377246857 + ], + "opposite_logprob_tokens": [ + -3.288093328475952 + ], + "logprob_reward": -0.03809328377246857, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809328377246857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06221408396959305, + 0.055509187281131744, + 0.07495974749326706, + 0.117490254342556, + 0.2861233949661255, + 0.09074641764163971, + 0.1254287213087082, + 0.0388990193605423, + 0.11440981924533844, + 0.034219417721033096 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.03809328377246857 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures the cataclysmic moment as a towering bronze statue of an ancient king, situated in the center of a vast, stone-paved plaza, begins its demise. The king, clad in dark, weathered bronze streaked with green patina, stands in an imperial pose, one hand resting on a greatsword, his bearded face set in a permanent, stern expression. Beneath a dark, turbulent sky, dramatic, low-angle sunlight penetrates the clouds, casting long, stark shadows that dimly shimmer across the metal surface. The entire scene is captured by a violent, low-frequency vibration that courses through the statue's massive form, causing the camera to tremble slightly from the shockwave. This is immediately followed by high-frequency dusting, removing oxidized metal flakes and small stone fragments from its massive base. With the muffled groan of shearing metal, a visible crack spreads from the statue's base, and the colossal figure begins to slowly and inexorably tilt forward. The statue's immense weight becomes the instrument of its own destruction, its once-proud posture twisting into a grotesque tilt as it begins to collapse, creating an atmosphere of terrifying, apocalyptic grandeur amidst the ruins.", + "seed": 16676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_12/index_9705_seed_16676_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13590092845261098, + "vlm_logprob": -0.13590092845261098, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.13590092845261098, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5772078633308411 + ], + "opposite_logprob_tokens": [ + -0.8272078633308411 + ], + "logprob_reward": -0.5772078633308411, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5772078633308411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06945160776376724, + 0.28879982233047485, + 0.03227320313453674, + 0.057528119534254074, + 0.034650981426239014, + 0.1438945084810257, + 0.02562236599624157, + 0.022136155515909195, + 0.10570371150970459, + 0.21993951499462128 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.5772078633308411 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005272175185382366 + ], + "opposite_logprob_tokens": [ + -5.255272388458252 + ], + "logprob_reward": -0.005272175185382366, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005272175185382366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06700868904590607, + 0.3693329691886902, + 0.030860701575875282, + 0.04352039098739624, + 0.03168153017759323, + 0.10262320190668106, + 0.030978364869952202, + 0.023506635800004005, + 0.08953798562288284, + 0.2109495997428894 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.005272175185382366 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00863910373300314 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.00863910373300314, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00863910373300314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06947670131921768, + 0.4501502513885498, + 0.029979167506098747, + 0.04260106384754181, + 0.0453716404736042, + 0.06552975624799728, + 0.03285598382353783, + 0.043618448078632355, + 0.06732337921857834, + 0.1530936360359192 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.00863910373300314 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026348866522312164 + ], + "opposite_logprob_tokens": [ + -3.651348829269409 + ], + "logprob_reward": -0.026348866522312164, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026348866522312164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050708163529634476, + 0.2742859125137329, + 0.019260399043560028, + 0.028846826404333115, + 0.03264326602220535, + 0.035602159798145294, + 0.08727342635393143, + 0.08348589390516281, + 0.2349722683429718, + 0.15292157232761383 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.026348866522312164 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203663349151611 + ], + "opposite_logprob_tokens": [ + -2.8120365142822266 + ], + "logprob_reward": -0.06203663349151611, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203663349151611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07972526550292969, + 0.5157403945922852, + 0.03492943197488785, + 0.02422136440873146, + 0.04563092440366745, + 0.03842739388346672, + 0.09322895854711533, + 0.06038670614361763, + 0.04170505329966545, + 0.06600455939769745 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.06203663349151611 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures the cataclysmic moment as a towering bronze statue of an ancient king, situated in the center of a vast, stone-paved plaza, begins its demise. The king, clad in dark, weathered bronze streaked with green patina, stands in an imperial pose, one hand resting on a greatsword, his bearded face set in a permanent, stern expression. Beneath a dark, turbulent sky, dramatic, low-angle sunlight penetrates the clouds, casting long, stark shadows that dimly shimmer across the metal surface. The entire scene is captured by a violent, low-frequency vibration that courses through the statue's massive form, causing the camera to tremble slightly from the shockwave. This is immediately followed by high-frequency dusting, removing oxidized metal flakes and small stone fragments from its massive base. With the muffled groan of shearing metal, a visible crack spreads from the statue's base, and the colossal figure begins to slowly and inexorably tilt forward. The statue's immense weight becomes the instrument of its own destruction, its once-proud posture twisting into a grotesque tilt as it begins to collapse, creating an atmosphere of terrifying, apocalyptic grandeur amidst the ruins.", + "seed": 16677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_12/index_9705_seed_16677_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.041588617116212846, + "vlm_logprob": -0.041588617116212846, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.041588617116212846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10073519498109818 + ], + "opposite_logprob_tokens": [ + -2.3507351875305176 + ], + "logprob_reward": -0.10073519498109818, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10073519498109818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06747526675462723, + 0.0453057661652565, + 0.07996959984302521, + 0.025930305942893028, + 0.08008135855197906, + 0.02856905199587345, + 0.4554091691970825, + 0.023931002244353294, + 0.06070198491215706, + 0.1326265037059784 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.10073519498109818 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002830429933965206 + ], + "opposite_logprob_tokens": [ + -5.877830505371094 + ], + "logprob_reward": -0.002830429933965206, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002830429933965206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17722661793231964, + 0.10100474208593369, + 0.2114591896533966, + 0.09440747648477554, + 0.07291398197412491, + 0.08063821494579315, + 0.06084294244647026, + 0.07209111750125885, + 0.05221090465784073, + 0.07720475643873215 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.002830429933965206 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107910368591547 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.01107910368591547, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107910368591547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049859561026096344, + 0.08964063972234726, + 0.04075386002659798, + 0.20075616240501404, + 0.11625143885612488, + 0.0650138407945633, + 0.11761997640132904, + 0.1202239841222763, + 0.12569035589694977, + 0.0741901695728302 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.01107910368591547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288656026124954 + ], + "opposite_logprob_tokens": [ + -3.7732887268066406 + ], + "logprob_reward": -0.023288656026124954, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288656026124954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0453888364136219, + 0.029901880770921707, + 0.07428205013275146, + 0.08823724836111069, + 0.08973152935504913, + 0.07404164969921112, + 0.4018731415271759, + 0.11768119782209396, + 0.04504631459712982, + 0.03381616249680519 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.023288656026124954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000970095396042 + ], + "opposite_logprob_tokens": [ + -2.695009708404541 + ], + "logprob_reward": -0.07000970095396042, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000970095396042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04534047096967697, + 0.08970505744218826, + 0.08772255480289459, + 0.17370137572288513, + 0.21307778358459473, + 0.08550793677568436, + 0.13584516942501068, + 0.04252266138792038, + 0.06950715184211731, + 0.057069893926382065 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.07000970095396042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures the cataclysmic moment as a towering bronze statue of an ancient king, situated in the center of a vast, stone-paved plaza, begins its demise. The king, clad in dark, weathered bronze streaked with green patina, stands in an imperial pose, one hand resting on a greatsword, his bearded face set in a permanent, stern expression. Beneath a dark, turbulent sky, dramatic, low-angle sunlight penetrates the clouds, casting long, stark shadows that dimly shimmer across the metal surface. The entire scene is captured by a violent, low-frequency vibration that courses through the statue's massive form, causing the camera to tremble slightly from the shockwave. This is immediately followed by high-frequency dusting, removing oxidized metal flakes and small stone fragments from its massive base. With the muffled groan of shearing metal, a visible crack spreads from the statue's base, and the colossal figure begins to slowly and inexorably tilt forward. The statue's immense weight becomes the instrument of its own destruction, its once-proud posture twisting into a grotesque tilt as it begins to collapse, creating an atmosphere of terrifying, apocalyptic grandeur amidst the ruins.", + "seed": 16678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_12/index_9705_seed_16678_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07438886407762765, + "vlm_logprob": -0.07438886407762765, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.07438886407762765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28176259994506836 + ], + "opposite_logprob_tokens": [ + -1.4067625999450684 + ], + "logprob_reward": -0.28176259994506836, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28176259994506836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08731485158205032, + 0.061089176684617996, + 0.06258425861597061, + 0.06350886821746826, + 0.1127924770116806, + 0.14707908034324646, + 0.1018630713224411, + 0.16566406190395355, + 0.11155815422534943, + 0.08654596656560898 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.28176259994506836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004107135813683271 + ], + "opposite_logprob_tokens": [ + -5.5041069984436035 + ], + "logprob_reward": -0.004107135813683271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004107135813683271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14285065233707428, + 0.05098739266395569, + 0.061092913150787354, + 0.09387393295764923, + 0.14040105044841766, + 0.11727749556303024, + 0.07471861690282822, + 0.13380327820777893, + 0.10868621617555618, + 0.0763084813952446 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.004107135813683271 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630960550159216 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630960550159216, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630960550159216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13012437522411346, + 0.07082623988389969, + 0.05931165814399719, + 0.0931842178106308, + 0.06485149264335632, + 0.08492191135883331, + 0.14899210631847382, + 0.10653525590896606, + 0.14219774305820465, + 0.09905502945184708 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.007630960550159216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801562428474426 + ], + "opposite_logprob_tokens": [ + -3.529801607131958 + ], + "logprob_reward": -0.029801562428474426, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801562428474426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08086439967155457, + 0.036190543323755264, + 0.03433903679251671, + 0.04192320629954338, + 0.08012404292821884, + 0.14063163101673126, + 0.13533689081668854, + 0.08711687475442886, + 0.1702360212802887, + 0.1932373195886612 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.029801562428474426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering bronze statue of an ancient king situated in the center of a vast, stone-paved plaza?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the statue clad in dark, weathered bronze streaked with green patina, with one hand resting on a greatsword and a bearded face in a stern expression?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the scene feature a dark, turbulent sky with low-angle sunlight penetrating the clouds to cast long, stark shadows on the metal surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the statue exhibit a visible crack spreading from its base and begin to slowly tilt forward as it collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, low-angle, wide-angle view that trembles slightly due to a violent, low-frequency vibration?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864206165075302 + ], + "opposite_logprob_tokens": [ + -3.048642158508301 + ], + "logprob_reward": -0.04864206165075302, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864206165075302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11357726156711578, + 0.08838223665952682, + 0.059310052543878555, + 0.07806943356990814, + 0.13147103786468506, + 0.28060925006866455, + 0.059468865394592285, + 0.05735807493329048, + 0.06664114445447922, + 0.06511267274618149 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.04864206165075302 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_13/index_tensor([2501, 2501])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_13/index_tensor([2501, 2501])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1cb4dfea0d43f2f6247d223f335581bc8870103f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_13/index_tensor([2501, 2501])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide shot slowly pans right, following a narrow, wooden boat as it glides silently and steadily across a mirror-like river. A thick, milky morning mist shrouds the scene, completely swallowing up the distant riverbank and any possible scenery, creating a sense of secluded tranquility. The first rays of morning sunlight struggle to penetrate the thick fog, casting a wide swath of warm, saturated golden light on the water, contrasting sharply with the soft blue tones permeating the mist, and imbuing the image with Steve McCurry's signature rich color style. The boat is made of weathered, dark wood, the scratches and grain of its hull clearly visible in the sidelight. The bow of the boat steadily breaks the surface of the water, leaving behind soft, diffuse ripples. On the boat stands a solitary figure in simple clothes and a conical hat. His back appears both small and powerful in the interweaving of morning light and mist. He paddles the oars rhythmically, each entry into the water and each lift off with precision and composure, as if he has become one with this ancient river. The whole scene is filled with a tranquil, mysterious and almost dreamy atmosphere, like a vivid painting frozen in time.", + "seed": 2843, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_13/index_2501_seed_2843_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08806772334501148, + "vlm_logprob": -0.08806772334501148, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.08806772334501148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10296215116977692 + ], + "opposite_logprob_tokens": [ + -2.3529622554779053 + ], + "logprob_reward": -0.10296215116977692, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10296215116977692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22833989560604095, + 0.36393091082572937, + 0.0404592789709568, + 0.02625524066388607, + 0.050982099026441574, + 0.044809650629758835, + 0.023153267800807953, + 0.03910394757986069, + 0.06616131961345673, + 0.11680439859628677 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.10296215116977692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134739100933075 + ], + "opposite_logprob_tokens": [ + -1.3134739398956299 + ], + "logprob_reward": -0.3134739100933075, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134739100933075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1812502145767212, + 0.29900819063186646, + 0.05872247368097305, + 0.0641729012131691, + 0.14511841535568237, + 0.0361940860748291, + 0.019042950123548508, + 0.08923870325088501, + 0.04596506431698799, + 0.06128697097301483 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.3134739100933075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646313101053238 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.008646313101053238, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646313101053238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1945539265871048, + 0.20052967965602875, + 0.03541825711727142, + 0.0603165440261364, + 0.06101714074611664, + 0.3409777283668518, + 0.01620318368077278, + 0.019673725590109825, + 0.03005015105009079, + 0.04125963896512985 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.008646313101053238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007627647835761309 + ], + "opposite_logprob_tokens": [ + -4.882627487182617 + ], + "logprob_reward": -0.007627647835761309, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007627647835761309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24307459592819214, + 0.07136982679367065, + 0.04972228780388832, + 0.04338320717215538, + 0.045778390020132065, + 0.07251721620559692, + 0.02935430221259594, + 0.04359917342662811, + 0.33754056692123413, + 0.06366046518087387 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.007627647835761309 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628594525158405 + ], + "opposite_logprob_tokens": [ + -4.882628440856934 + ], + "logprob_reward": -0.007628594525158405, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628594525158405, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23076893389225006, + 0.20406605303287506, + 0.04166242852807045, + 0.029251305386424065, + 0.025610381737351418, + 0.09106225520372391, + 0.024239372462034225, + 0.06012340635061264, + 0.21546748280525208, + 0.07774835079908371 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.007628594525158405 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot slowly pans right, following a narrow, wooden boat as it glides silently and steadily across a mirror-like river. A thick, milky morning mist shrouds the scene, completely swallowing up the distant riverbank and any possible scenery, creating a sense of secluded tranquility. The first rays of morning sunlight struggle to penetrate the thick fog, casting a wide swath of warm, saturated golden light on the water, contrasting sharply with the soft blue tones permeating the mist, and imbuing the image with Steve McCurry's signature rich color style. The boat is made of weathered, dark wood, the scratches and grain of its hull clearly visible in the sidelight. The bow of the boat steadily breaks the surface of the water, leaving behind soft, diffuse ripples. On the boat stands a solitary figure in simple clothes and a conical hat. His back appears both small and powerful in the interweaving of morning light and mist. He paddles the oars rhythmically, each entry into the water and each lift off with precision and composure, as if he has become one with this ancient river. The whole scene is filled with a tranquil, mysterious and almost dreamy atmosphere, like a vivid painting frozen in time.", + "seed": 2844, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_13/index_2501_seed_2844_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11157030048780144, + "vlm_logprob": -0.11157030048780144, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.11157030048780144, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06475982815027237 + ], + "opposite_logprob_tokens": [ + -2.8147597312927246 + ], + "logprob_reward": -0.06475982815027237, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06475982815027237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09724002331495285, + 0.06809372454881668, + 0.045424748212099075, + 0.07788678258657455, + 0.3579181730747223, + 0.05837281048297882, + 0.03137454390525818, + 0.06988191604614258, + 0.035699766129255295, + 0.1581074744462967 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.06475982815027237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742961525917053 + ], + "opposite_logprob_tokens": [ + -0.9742961525917053 + ], + "logprob_reward": -0.4742961525917053, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742961525917053, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21664468944072723, + 0.0778011605143547, + 0.060504041612148285, + 0.0664122998714447, + 0.05372195690870285, + 0.10289043188095093, + 0.06808283179998398, + 0.17114633321762085, + 0.07683016359806061, + 0.10596612840890884 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.4742961525917053 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011086766608059406 + ], + "opposite_logprob_tokens": [ + -4.511086940765381 + ], + "logprob_reward": -0.011086766608059406, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011086766608059406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1228742003440857, + 0.11356320977210999, + 0.0844026431441307, + 0.046615321189165115, + 0.030216269195079803, + 0.4199801981449127, + 0.035659316927194595, + 0.05333702638745308, + 0.04374920576810837, + 0.049602605402469635 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.011086766608059406 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613016800954938 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.003613016800954938, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613016800954938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1658308058977127, + 0.08818302303552628, + 0.08705336600542068, + 0.08857741206884384, + 0.0847403034567833, + 0.10126325488090515, + 0.043468281626701355, + 0.1766686588525772, + 0.06874250620603561, + 0.09547239542007446 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.003613016800954938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095738288015127 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095738288015127, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095738288015127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13069327175617218, + 0.10480930656194687, + 0.10451315343379974, + 0.09077252447605133, + 0.06420564651489258, + 0.062001634389162064, + 0.04517976567149162, + 0.11009952425956726, + 0.09047553688287735, + 0.19724959135055542 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.004095738288015127 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot slowly pans right, following a narrow, wooden boat as it glides silently and steadily across a mirror-like river. A thick, milky morning mist shrouds the scene, completely swallowing up the distant riverbank and any possible scenery, creating a sense of secluded tranquility. The first rays of morning sunlight struggle to penetrate the thick fog, casting a wide swath of warm, saturated golden light on the water, contrasting sharply with the soft blue tones permeating the mist, and imbuing the image with Steve McCurry's signature rich color style. The boat is made of weathered, dark wood, the scratches and grain of its hull clearly visible in the sidelight. The bow of the boat steadily breaks the surface of the water, leaving behind soft, diffuse ripples. On the boat stands a solitary figure in simple clothes and a conical hat. His back appears both small and powerful in the interweaving of morning light and mist. He paddles the oars rhythmically, each entry into the water and each lift off with precision and composure, as if he has become one with this ancient river. The whole scene is filled with a tranquil, mysterious and almost dreamy atmosphere, like a vivid painting frozen in time.", + "seed": 2845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_13/index_2501_seed_2845_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021512816660106182, + "vlm_logprob": -0.021512816660106182, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.021512816660106182, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04759572446346283 + ], + "opposite_logprob_tokens": [ + -3.172595739364624 + ], + "logprob_reward": -0.04759572446346283, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04759572446346283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14959688484668732, + 0.06661190092563629, + 0.11830968409776688, + 0.061838727444410324, + 0.12010549008846283, + 0.1595407873392105, + 0.0855465829372406, + 0.09773167967796326, + 0.08850221335887909, + 0.05221600830554962 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.04759572446346283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308406636118889 + ], + "opposite_logprob_tokens": [ + -3.168084144592285 + ], + "logprob_reward": -0.04308406636118889, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308406636118889, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15205448865890503, + 0.06720951944589615, + 0.0961027443408966, + 0.038889095187187195, + 0.06572265923023224, + 0.0777372270822525, + 0.300376832485199, + 0.12021619081497192, + 0.05045889690518379, + 0.031232332810759544 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.04308406636118889 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001713952049612999 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.001713952049612999, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001713952049612999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26592159271240234, + 0.070071280002594, + 0.10951787233352661, + 0.06740736961364746, + 0.1183551698923111, + 0.06100723519921303, + 0.07529161870479584, + 0.10134173184633255, + 0.08484697341918945, + 0.046239130198955536 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.001713952049612999 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092651419341564 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092651419341564, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092651419341564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32396990060806274, + 0.05250148847699165, + 0.04689788818359375, + 0.0778728798031807, + 0.07476670295000076, + 0.05982339754700661, + 0.06898056715726852, + 0.060150161385536194, + 0.16328373551368713, + 0.07175333797931671 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.004092651419341564 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107768900692463 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107768900692463, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107768900692463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09224922209978104, + 0.033404361456632614, + 0.04593558982014656, + 0.039131585508584976, + 0.12588506937026978, + 0.039502184838056564, + 0.1452147513628006, + 0.049456655979156494, + 0.1920561045408249, + 0.2371644824743271 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.01107768900692463 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide shot slowly pans right, following a narrow, wooden boat as it glides silently and steadily across a mirror-like river. A thick, milky morning mist shrouds the scene, completely swallowing up the distant riverbank and any possible scenery, creating a sense of secluded tranquility. The first rays of morning sunlight struggle to penetrate the thick fog, casting a wide swath of warm, saturated golden light on the water, contrasting sharply with the soft blue tones permeating the mist, and imbuing the image with Steve McCurry's signature rich color style. The boat is made of weathered, dark wood, the scratches and grain of its hull clearly visible in the sidelight. The bow of the boat steadily breaks the surface of the water, leaving behind soft, diffuse ripples. On the boat stands a solitary figure in simple clothes and a conical hat. His back appears both small and powerful in the interweaving of morning light and mist. He paddles the oars rhythmically, each entry into the water and each lift off with precision and composure, as if he has become one with this ancient river. The whole scene is filled with a tranquil, mysterious and almost dreamy atmosphere, like a vivid painting frozen in time.", + "seed": 2846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_13/index_2501_seed_2846_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019142120145261288, + "vlm_logprob": -0.019142120145261288, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.019142120145261288, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02950449287891388 + ], + "opposite_logprob_tokens": [ + -3.6545045375823975 + ], + "logprob_reward": -0.02950449287891388, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02950449287891388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09718050807714462, + 0.06512882560491562, + 0.07812725752592087, + 0.04143906384706497, + 0.05279507860541344, + 0.49528563022613525, + 0.017412910237908363, + 0.08462491631507874, + 0.03281859681010246, + 0.035187143832445145 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.02950449287891388 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020608115941286087 + ], + "opposite_logprob_tokens": [ + -3.8956081867218018 + ], + "logprob_reward": -0.020608115941286087, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020608115941286087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0842600166797638, + 0.06397870182991028, + 0.10050418972969055, + 0.046462271362543106, + 0.08742865175008774, + 0.38597068190574646, + 0.02771848812699318, + 0.09777043014764786, + 0.037602171301841736, + 0.06830444931983948 + ], + "top_frames": [ + 5, + 2, + 7 + ], + "selected_reward": -0.020608115941286087 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813975676894188 + ], + "opposite_logprob_tokens": [ + -3.288139820098877 + ], + "logprob_reward": -0.03813975676894188, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813975676894188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05914594233036041, + 0.04820898920297623, + 0.10347061604261398, + 0.07431398332118988, + 0.0828327164053917, + 0.45687004923820496, + 0.030667973682284355, + 0.058116354048252106, + 0.02975001558661461, + 0.056623391807079315 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.03813975676894188 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818067092448473 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.002818067092448473, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818067092448473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20635412633419037, + 0.12474330514669418, + 0.09873440861701965, + 0.16906936466693878, + 0.023016368970274925, + 0.11528478562831879, + 0.020229576155543327, + 0.11793962121009827, + 0.02409549616277218, + 0.10053295642137527 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.002818067092448473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle wide shot that pans slowly to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a narrow wooden boat made of weathered dark wood with visible scratches and grain gliding across the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure wearing simple clothes and a conical hat standing in the boat and paddling rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a river shrouded in thick milky morning mist with soft blue tones and warm golden sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the boat's bow break the water surface creating soft diffuse ripples while the distant riverbank is completely swallowed by mist?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464016804471612 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.00464016804471612, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464016804471612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08282387256622314, + 0.03270753473043442, + 0.08601227402687073, + 0.04772665351629257, + 0.03251298516988754, + 0.5401023030281067, + 0.028233272954821587, + 0.08776719123125076, + 0.027225889265537262, + 0.034887999296188354 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.00464016804471612 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_14/index_tensor([7371, 7371])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_14/index_tensor([7371, 7371])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bae55322a8fc8d57f0307746a073d25befa9d1ab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_14/index_tensor([7371, 7371])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "series of rapid, sharp cuts captures the moment of intense bodily reaction from multiple angles, beginning with a dramatic low-angle shot that emphasizes the intense, unconscious trembling throughout the subject's frame. Then, the perspective abruptly shifts to extreme close-up, focusing entirely on a magnificent, perfectly spherical Afro, its thick, tightly coiled black curls with a soft, velvety texture filling the screen. Against a stark, dark charcoal-gray backdrop, the trembling triggers a dramatic tremor in the hair; a series of micro-vibrations ripples through the mass, making each individual curl appear to dance and vibrate independently. The scene is illuminated by dramatic, high-contrast black and white lighting from a single, harsh, off-camera key light, which sculpts the subject's unseen features in light and shadow while capturing the edges of the trembling curls, creating a shimmering, dynamic halo effect against the profound darkness. The overall atmosphere is intense, raw, and emotionally charged, completely focused on the pure, dynamic expression of powerful, unseen excitement.", + "seed": 5220, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_14/index_7371_seed_5220_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2221272699534893, + "vlm_logprob": -0.2221272699534893, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.2221272699534893, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7607432007789612 + ], + "opposite_logprob_tokens": [ + -0.6357432007789612 + ], + "logprob_reward": -0.7607432007789612, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7607432007789612, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0522073395550251, + 0.10341273993253708, + 0.054653141647577286, + 0.07996765524148941, + 0.10068131983280182, + 0.10258778929710388, + 0.29197317361831665, + 0.07073482125997543, + 0.08898904174566269, + 0.054793015122413635 + ], + "top_frames": [ + 6, + 1, + 5 + ], + "selected_reward": -0.7607432007789612 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25217631459236145 + ], + "opposite_logprob_tokens": [ + -1.502176284790039 + ], + "logprob_reward": -0.25217631459236145, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25217631459236145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14640018343925476, + 0.07166212052106857, + 0.04851362854242325, + 0.06568463146686554, + 0.06396389752626419, + 0.06219052895903587, + 0.33663904666900635, + 0.06646538525819778, + 0.08336344361305237, + 0.055117081850767136 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.25217631459236145 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029797744005918503 + ], + "opposite_logprob_tokens": [ + -3.5297977924346924 + ], + "logprob_reward": -0.029797744005918503, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029797744005918503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08649519085884094, + 0.19850903749465942, + 0.04631276801228523, + 0.0866139605641365, + 0.1184675469994545, + 0.04946192353963852, + 0.11865249276161194, + 0.04159879311919212, + 0.2243509292602539, + 0.029537396505475044 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.029797744005918503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819149523973465 + ], + "opposite_logprob_tokens": [ + -3.5298192501068115 + ], + "logprob_reward": -0.029819149523973465, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819149523973465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10610233247280121, + 0.08648356795310974, + 0.06065015867352486, + 0.18194741010665894, + 0.10994075238704681, + 0.05002758279442787, + 0.14271573722362518, + 0.051917605102062225, + 0.17171622812747955, + 0.038498569279909134 + ], + "top_frames": [ + 3, + 8, + 6 + ], + "selected_reward": -0.029819149523973465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809994086623192 + ], + "opposite_logprob_tokens": [ + -3.288100004196167 + ], + "logprob_reward": -0.03809994086623192, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809994086623192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05760408937931061, + 0.08449093252420425, + 0.06737901270389557, + 0.07290976494550705, + 0.07464411854743958, + 0.02064034901559353, + 0.22821389138698578, + 0.26734280586242676, + 0.10041102021932602, + 0.026364006102085114 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.03809994086623192 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "series of rapid, sharp cuts captures the moment of intense bodily reaction from multiple angles, beginning with a dramatic low-angle shot that emphasizes the intense, unconscious trembling throughout the subject's frame. Then, the perspective abruptly shifts to extreme close-up, focusing entirely on a magnificent, perfectly spherical Afro, its thick, tightly coiled black curls with a soft, velvety texture filling the screen. Against a stark, dark charcoal-gray backdrop, the trembling triggers a dramatic tremor in the hair; a series of micro-vibrations ripples through the mass, making each individual curl appear to dance and vibrate independently. The scene is illuminated by dramatic, high-contrast black and white lighting from a single, harsh, off-camera key light, which sculpts the subject's unseen features in light and shadow while capturing the edges of the trembling curls, creating a shimmering, dynamic halo effect against the profound darkness. The overall atmosphere is intense, raw, and emotionally charged, completely focused on the pure, dynamic expression of powerful, unseen excitement.", + "seed": 5221, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_14/index_7371_seed_5221_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.28721115104854106, + "vlm_logprob": -0.28721115104854106, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.28721115104854106, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0559606552124023 + ], + "opposite_logprob_tokens": [ + -0.43096068501472473 + ], + "logprob_reward": -1.0559606552124023, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0559606552124023, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5230370759963989, + 0.07591483741998672, + 0.02208099327981472, + 0.018479375168681145, + 0.02968357689678669, + 0.051149263978004456, + 0.04997212812304497, + 0.0825052410364151, + 0.10855835676193237, + 0.038619257509708405 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -1.0559606552124023 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016817033290863 + ], + "opposite_logprob_tokens": [ + -1.7016817331314087 + ], + "logprob_reward": -0.2016817033290863, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016817033290863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40075528621673584, + 0.042454302310943604, + 0.05142051354050636, + 0.034875135868787766, + 0.0953492596745491, + 0.05146311596035957, + 0.08459797501564026, + 0.050808265805244446, + 0.10878699272871017, + 0.0794890820980072 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.2016817033290863 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203349679708481 + ], + "opposite_logprob_tokens": [ + -2.8120334148406982 + ], + "logprob_reward": -0.06203349679708481, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203349679708481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3098732531070709, + 0.028252633288502693, + 0.008741365745663643, + 0.006022919435054064, + 0.015112427994608879, + 0.02850862592458725, + 0.15697458386421204, + 0.013698327355086803, + 0.4108485281467438, + 0.021967334672808647 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.06203349679708481 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016076697036623955 + ], + "opposite_logprob_tokens": [ + -4.141076564788818 + ], + "logprob_reward": -0.016076697036623955, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016076697036623955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20571301877498627, + 0.034305233508348465, + 0.013080362230539322, + 0.008366227149963379, + 0.01762954518198967, + 0.024995943531394005, + 0.1503424197435379, + 0.018868573009967804, + 0.5014187693595886, + 0.02527995966374874 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.016076697036623955 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030320286750793 + ], + "opposite_logprob_tokens": [ + -2.3503031730651855 + ], + "logprob_reward": -0.10030320286750793, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030320286750793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.716699481010437, + 0.05705541744828224, + 0.020831815898418427, + 0.015556929633021355, + 0.013794680126011372, + 0.03318164125084877, + 0.022567354142665863, + 0.031654249876737595, + 0.04602395370602608, + 0.042634524405002594 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.10030320286750793 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "series of rapid, sharp cuts captures the moment of intense bodily reaction from multiple angles, beginning with a dramatic low-angle shot that emphasizes the intense, unconscious trembling throughout the subject's frame. Then, the perspective abruptly shifts to extreme close-up, focusing entirely on a magnificent, perfectly spherical Afro, its thick, tightly coiled black curls with a soft, velvety texture filling the screen. Against a stark, dark charcoal-gray backdrop, the trembling triggers a dramatic tremor in the hair; a series of micro-vibrations ripples through the mass, making each individual curl appear to dance and vibrate independently. The scene is illuminated by dramatic, high-contrast black and white lighting from a single, harsh, off-camera key light, which sculpts the subject's unseen features in light and shadow while capturing the edges of the trembling curls, creating a shimmering, dynamic halo effect against the profound darkness. The overall atmosphere is intense, raw, and emotionally charged, completely focused on the pure, dynamic expression of powerful, unseen excitement.", + "seed": 5222, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_14/index_7371_seed_5222_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.23774917423725128, + "vlm_logprob": -0.23774917423725128, + "vlm_yes_no_margin": 2.550000023841858, + "vlm_token_credit": -0.23774917423725128, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9783128499984741 + ], + "opposite_logprob_tokens": [ + -0.4783128499984741 + ], + "logprob_reward": -0.9783128499984741, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9783128499984741, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1557449847459793, + 0.14112676680088043, + 0.08956743776798248, + 0.07209930568933487, + 0.07057847827672958, + 0.10325363278388977, + 0.1429065465927124, + 0.09149222820997238, + 0.08667775243520737, + 0.04655290022492409 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.9783128499984741 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1429060697555542 + ], + "opposite_logprob_tokens": [ + -2.0179061889648438 + ], + "logprob_reward": -0.1429060697555542, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1429060697555542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1111244186758995, + 0.18630902469158173, + 0.09798739850521088, + 0.0349552221596241, + 0.02182867005467415, + 0.05987303704023361, + 0.16835953295230865, + 0.1932552456855774, + 0.07613471150398254, + 0.050172675400972366 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.1429060697555542 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026341667398810387 + ], + "opposite_logprob_tokens": [ + -3.651341676712036 + ], + "logprob_reward": -0.026341667398810387, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026341667398810387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07022811472415924, + 0.22200945019721985, + 0.08976322412490845, + 0.04777756333351135, + 0.05693133920431137, + 0.10382021963596344, + 0.10148678719997406, + 0.021967343986034393, + 0.06555163860321045, + 0.22046439349651337 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.026341667398810387 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020597955211997032 + ], + "opposite_logprob_tokens": [ + -3.8955979347229004 + ], + "logprob_reward": -0.020597955211997032, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020597955211997032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1328580528497696, + 0.11887263506650925, + 0.05273714289069176, + 0.0381513386964798, + 0.09501075744628906, + 0.08348044008016586, + 0.17331290245056152, + 0.05914247781038284, + 0.08634816110134125, + 0.16008606553077698 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.020597955211997032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058732882142067 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.02058732882142067, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058732882142067, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1385846585035324, + 0.33562248945236206, + 0.06586666405200958, + 0.03137960657477379, + 0.08029211312532425, + 0.03209439292550087, + 0.12905998528003693, + 0.04281537979841232, + 0.12118621915578842, + 0.02309844270348549 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.02058732882142067 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "series of rapid, sharp cuts captures the moment of intense bodily reaction from multiple angles, beginning with a dramatic low-angle shot that emphasizes the intense, unconscious trembling throughout the subject's frame. Then, the perspective abruptly shifts to extreme close-up, focusing entirely on a magnificent, perfectly spherical Afro, its thick, tightly coiled black curls with a soft, velvety texture filling the screen. Against a stark, dark charcoal-gray backdrop, the trembling triggers a dramatic tremor in the hair; a series of micro-vibrations ripples through the mass, making each individual curl appear to dance and vibrate independently. The scene is illuminated by dramatic, high-contrast black and white lighting from a single, harsh, off-camera key light, which sculpts the subject's unseen features in light and shadow while capturing the edges of the trembling curls, creating a shimmering, dynamic halo effect against the profound darkness. The overall atmosphere is intense, raw, and emotionally charged, completely focused on the pure, dynamic expression of powerful, unseen excitement.", + "seed": 5223, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_14/index_7371_seed_5223_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.379818148072809, + "vlm_logprob": -0.379818148072809, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.379818148072809, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7046884298324585 + ], + "opposite_logprob_tokens": [ + -0.20468845963478088 + ], + "logprob_reward": -1.7046884298324585, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7046884298324585, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12079087644815445, + 0.12589578330516815, + 0.2595663368701935, + 0.04475652799010277, + 0.07141033560037613, + 0.11083371937274933, + 0.11218336969614029, + 0.07844123244285583, + 0.045927681028842926, + 0.030194135382771492 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -1.7046884298324585 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14288188517093658 + ], + "opposite_logprob_tokens": [ + -2.0178818702697754 + ], + "logprob_reward": -0.14288188517093658, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14288188517093658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12633982300758362, + 0.09459125995635986, + 0.22011689841747284, + 0.05453949794173241, + 0.07973402738571167, + 0.10782786458730698, + 0.09278132021427155, + 0.08601285517215729, + 0.09889450669288635, + 0.03916197642683983 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.14288188517093658 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057892084121704 + ], + "opposite_logprob_tokens": [ + -3.8955788612365723 + ], + "logprob_reward": -0.02057892084121704, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057892084121704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1265532672405243, + 0.09080129861831665, + 0.1773514747619629, + 0.0241469107568264, + 0.24296802282333374, + 0.04433916509151459, + 0.05781542882323265, + 0.15007157623767853, + 0.06402014195919037, + 0.02193268947303295 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.02057892084121704 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023311017081141472 + ], + "opposite_logprob_tokens": [ + -3.773310899734497 + ], + "logprob_reward": -0.023311017081141472, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023311017081141472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1822555512189865, + 0.09762448817491531, + 0.09955675899982452, + 0.037642303854227066, + 0.07835984230041504, + 0.07258672267198563, + 0.08841472864151001, + 0.17608733475208282, + 0.13938456773757935, + 0.028087634593248367 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.023311017081141472 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the video consist of a series of rapid, sharp cuts?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject's hair a perfectly spherical Afro with thick, tightly coiled black curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a stark, dark charcoal-gray color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by high-contrast black and white lighting from a single, harsh off-camera key light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video include an extreme close-up shot focusing entirely on the hair?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630487438291311 + ], + "opposite_logprob_tokens": [ + -4.882630348205566 + ], + "logprob_reward": -0.007630487438291311, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630487438291311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09317337721586227, + 0.055740680545568466, + 0.14080992341041565, + 0.07327841222286224, + 0.12367270141839981, + 0.08364134281873703, + 0.1876111924648285, + 0.09642840176820755, + 0.09080889821052551, + 0.05483509227633476 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.007630487438291311 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_15/index_tensor([9888, 9888])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_15/index_tensor([9888, 9888])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bf2d00820cfbfb5ea6ae6d8d94ef8cb3c6425fab --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_15/index_tensor([9888, 9888])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle, wide shot establishes a panoramic view of a deeply chaotic room, steeped in a profound sense of quiet solitude. The primary light source is a bare-bulb floor lamp, casting a warm yellow-orange glow that creates long, dramatic shadows and accentuates the chaotic textures of the environment. Piles of academic books with frayed spines, stacks of old magazines, and discarded clothing create a chaotic mess on the floor and a nearby unmade bed. At the center of this chaos, a solitary figure hunches over a low wooden stool, their back arched in a pose of deep exhaustion or concentration. Their identity is completely obscured, their face obscured by a mass of long, dark, tangled hair and the deep hood of an oversized, faded black hoodie. Before them, on a small patch of clean floor, sits a simple white Styrofoam cup of instant noodles, illuminated by thick white steam rising steadily from it. The figure's pale hand slowly and deliberately lifts a portion of noodles with a pair of disposable chopsticks. This micro-movement suggests a weary, almost mechanical act of maintenance, creating a poignant and atmospheric scene of late-night isolation.", + "seed": 14160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_15/index_9888_seed_14160_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.032440473511815074, + "vlm_logprob": -0.032440473511815074, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.032440473511815074, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08206640928983688 + ], + "opposite_logprob_tokens": [ + -2.707066297531128 + ], + "logprob_reward": -0.08206640928983688, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08206640928983688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38410329818725586, + 0.032146282494068146, + 0.021606603637337685, + 0.07607969641685486, + 0.25302305817604065, + 0.024177636951208115, + 0.02359207347035408, + 0.011487788520753384, + 0.03037678450345993, + 0.14340680837631226 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.08206640928983688 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009810565039515495 + ], + "opposite_logprob_tokens": [ + -4.634810447692871 + ], + "logprob_reward": -0.009810565039515495, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009810565039515495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3762921094894409, + 0.038215670734643936, + 0.07326395064592361, + 0.05422205850481987, + 0.12314679473638535, + 0.039994608610868454, + 0.07159637659788132, + 0.0305428858846426, + 0.10374318063259125, + 0.08898239582777023 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.009810565039515495 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028237728402018547 + ], + "opposite_logprob_tokens": [ + -5.877823829650879 + ], + "logprob_reward": -0.0028237728402018547, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028237728402018547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38062331080436707, + 0.06378857791423798, + 0.03281896933913231, + 0.02621985785663128, + 0.1776255965232849, + 0.02865949273109436, + 0.03776056692004204, + 0.0590650774538517, + 0.1276392936706543, + 0.06579939275979996 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.0028237728402018547 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541004456579685 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012541004456579685, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541004456579685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1593363732099533, + 0.046468187123537064, + 0.03179329261183739, + 0.04434867948293686, + 0.33185434341430664, + 0.06305620074272156, + 0.07939071953296661, + 0.04747142642736435, + 0.06195978447794914, + 0.13432103395462036 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.012541004456579685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496061593294144 + ], + "opposite_logprob_tokens": [ + -2.9299607276916504 + ], + "logprob_reward": -0.05496061593294144, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496061593294144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10896967351436615, + 0.06367944926023483, + 0.03162132203578949, + 0.05111784487962723, + 0.32568982243537903, + 0.04009014368057251, + 0.047229766845703125, + 0.09724866598844528, + 0.15789912641048431, + 0.07645421475172043 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.05496061593294144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide shot establishes a panoramic view of a deeply chaotic room, steeped in a profound sense of quiet solitude. The primary light source is a bare-bulb floor lamp, casting a warm yellow-orange glow that creates long, dramatic shadows and accentuates the chaotic textures of the environment. Piles of academic books with frayed spines, stacks of old magazines, and discarded clothing create a chaotic mess on the floor and a nearby unmade bed. At the center of this chaos, a solitary figure hunches over a low wooden stool, their back arched in a pose of deep exhaustion or concentration. Their identity is completely obscured, their face obscured by a mass of long, dark, tangled hair and the deep hood of an oversized, faded black hoodie. Before them, on a small patch of clean floor, sits a simple white Styrofoam cup of instant noodles, illuminated by thick white steam rising steadily from it. The figure's pale hand slowly and deliberately lifts a portion of noodles with a pair of disposable chopsticks. This micro-movement suggests a weary, almost mechanical act of maintenance, creating a poignant and atmospheric scene of late-night isolation.", + "seed": 14161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_15/index_9888_seed_14161_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.23574675424024463, + "vlm_logprob": -0.23574675424024463, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.23574675424024463, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0611649751663208 + ], + "opposite_logprob_tokens": [ + -0.4361649453639984 + ], + "logprob_reward": -1.0611649751663208, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0611649751663208, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4543966054916382, + 0.1761322170495987, + 0.03447060286998749, + 0.14387063682079315, + 0.021364981308579445, + 0.034806620329618454, + 0.04237201064825058, + 0.026558738201856613, + 0.02906591258943081, + 0.03696167841553688 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -1.0611649751663208 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048724040389060974 + ], + "opposite_logprob_tokens": [ + -3.0487239360809326 + ], + "logprob_reward": -0.048724040389060974, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048724040389060974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2911800742149353, + 0.27098825573921204, + 0.10094723105430603, + 0.10454856604337692, + 0.025626782327890396, + 0.04981869086623192, + 0.04820529744029045, + 0.032606255263090134, + 0.03142537549138069, + 0.044653475284576416 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.048724040389060974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104880150407553 + ], + "opposite_logprob_tokens": [ + -5.504105091094971 + ], + "logprob_reward": -0.004104880150407553, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104880150407553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38942185044288635, + 0.07682834565639496, + 0.07714413851499557, + 0.12511475384235382, + 0.04013073816895485, + 0.03253348544239998, + 0.04033271223306656, + 0.05814678966999054, + 0.0693199411034584, + 0.091027170419693 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.004104880150407553 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066022217273712 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066022217273712, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066022217273712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2040911167860031, + 0.183641716837883, + 0.07226091623306274, + 0.13605093955993652, + 0.041223205626010895, + 0.13160225749015808, + 0.05433414876461029, + 0.07403552532196045, + 0.03143622353672981, + 0.0713239535689354 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016066022217273712 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048673853278160095 + ], + "opposite_logprob_tokens": [ + -3.0486738681793213 + ], + "logprob_reward": -0.048673853278160095, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048673853278160095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2899704873561859, + 0.11235377192497253, + 0.053691450506448746, + 0.07519716024398804, + 0.09821940213441849, + 0.06164749711751938, + 0.04803923889994621, + 0.06429661810398102, + 0.061147287487983704, + 0.13543713092803955 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.048673853278160095 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide shot establishes a panoramic view of a deeply chaotic room, steeped in a profound sense of quiet solitude. The primary light source is a bare-bulb floor lamp, casting a warm yellow-orange glow that creates long, dramatic shadows and accentuates the chaotic textures of the environment. Piles of academic books with frayed spines, stacks of old magazines, and discarded clothing create a chaotic mess on the floor and a nearby unmade bed. At the center of this chaos, a solitary figure hunches over a low wooden stool, their back arched in a pose of deep exhaustion or concentration. Their identity is completely obscured, their face obscured by a mass of long, dark, tangled hair and the deep hood of an oversized, faded black hoodie. Before them, on a small patch of clean floor, sits a simple white Styrofoam cup of instant noodles, illuminated by thick white steam rising steadily from it. The figure's pale hand slowly and deliberately lifts a portion of noodles with a pair of disposable chopsticks. This micro-movement suggests a weary, almost mechanical act of maintenance, creating a poignant and atmospheric scene of late-night isolation.", + "seed": 14162, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_15/index_9888_seed_14162_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15131224608048796, + "vlm_logprob": -0.15131224608048796, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.15131224608048796, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5943112969398499 + ], + "opposite_logprob_tokens": [ + -0.8443112969398499 + ], + "logprob_reward": -0.5943112969398499, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5943112969398499, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35892245173454285, + 0.09346190840005875, + 0.07001065462827682, + 0.10696455836296082, + 0.08155939728021622, + 0.04190123453736305, + 0.0734386071562767, + 0.03963020443916321, + 0.06013211980462074, + 0.07397887110710144 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.5943112969398499 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07904661446809769 + ], + "opposite_logprob_tokens": [ + -2.5790467262268066 + ], + "logprob_reward": -0.07904661446809769, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07904661446809769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4138665795326233, + 0.13320887088775635, + 0.10142018646001816, + 0.07249847054481506, + 0.05933091416954994, + 0.031946584582328796, + 0.029304588213562965, + 0.03594917058944702, + 0.07166994363069534, + 0.050804655998945236 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.07904661446809769 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007640424650162458 + ], + "opposite_logprob_tokens": [ + -4.882640361785889 + ], + "logprob_reward": -0.007640424650162458, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007640424650162458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2980007529258728, + 0.21056944131851196, + 0.10266343504190445, + 0.07971877604722977, + 0.04070994630455971, + 0.0333128347992897, + 0.02282821387052536, + 0.0415073037147522, + 0.04994697496294975, + 0.12074236571788788 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.007640424650162458 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020582307130098343 + ], + "opposite_logprob_tokens": [ + -3.8955821990966797 + ], + "logprob_reward": -0.020582307130098343, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020582307130098343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3094464838504791, + 0.10805587470531464, + 0.10296384990215302, + 0.07583250850439072, + 0.05480875074863434, + 0.09246527403593063, + 0.03343705087900162, + 0.07043099403381348, + 0.06751491129398346, + 0.08504431694746017 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.020582307130098343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498058721423149 + ], + "opposite_logprob_tokens": [ + -2.929980516433716 + ], + "logprob_reward": -0.05498058721423149, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498058721423149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2658790051937103, + 0.09037623554468155, + 0.0571642704308033, + 0.11195643991231918, + 0.16181233525276184, + 0.08241824060678482, + 0.04119338095188141, + 0.02694294974207878, + 0.0284372940659523, + 0.1338197886943817 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.05498058721423149 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, wide shot establishes a panoramic view of a deeply chaotic room, steeped in a profound sense of quiet solitude. The primary light source is a bare-bulb floor lamp, casting a warm yellow-orange glow that creates long, dramatic shadows and accentuates the chaotic textures of the environment. Piles of academic books with frayed spines, stacks of old magazines, and discarded clothing create a chaotic mess on the floor and a nearby unmade bed. At the center of this chaos, a solitary figure hunches over a low wooden stool, their back arched in a pose of deep exhaustion or concentration. Their identity is completely obscured, their face obscured by a mass of long, dark, tangled hair and the deep hood of an oversized, faded black hoodie. Before them, on a small patch of clean floor, sits a simple white Styrofoam cup of instant noodles, illuminated by thick white steam rising steadily from it. The figure's pale hand slowly and deliberately lifts a portion of noodles with a pair of disposable chopsticks. This micro-movement suggests a weary, almost mechanical act of maintenance, creating a poignant and atmospheric scene of late-night isolation.", + "seed": 14163, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_15/index_9888_seed_14163_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04725535809993744, + "vlm_logprob": -0.04725535809993744, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.04725535809993744, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11702743917703629 + ], + "opposite_logprob_tokens": [ + -2.492027521133423 + ], + "logprob_reward": -0.11702743917703629, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.11702743917703629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3592429459095001, + 0.07383894920349121, + 0.11722531169652939, + 0.05530821159482002, + 0.03597843647003174, + 0.03130297735333443, + 0.07066386938095093, + 0.04207325354218483, + 0.15105868875980377, + 0.06330740451812744 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.11702743917703629 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009815995581448078 + ], + "opposite_logprob_tokens": [ + -4.6348161697387695 + ], + "logprob_reward": -0.009815995581448078, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009815995581448078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34663182497024536, + 0.08509080111980438, + 0.09485814720392227, + 0.058900415897369385, + 0.0288669653236866, + 0.049759164452552795, + 0.05611931532621384, + 0.0808979794383049, + 0.1105918362736702, + 0.08828355371952057 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.009815995581448078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100368358194828 + ], + "opposite_logprob_tokens": [ + -5.504100322723389 + ], + "logprob_reward": -0.004100368358194828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100368358194828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2830112874507904, + 0.12018727511167526, + 0.04590360075235367, + 0.06022411584854126, + 0.04820643737912178, + 0.03356170654296875, + 0.09260274469852448, + 0.14557409286499023, + 0.10937288403511047, + 0.06135593727231026 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.004100368358194828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634178288280964 + ], + "opposite_logprob_tokens": [ + -3.651341676712036 + ], + "logprob_reward": -0.02634178288280964, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634178288280964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2659982442855835, + 0.056097276508808136, + 0.08543683588504791, + 0.06434933096170425, + 0.04933604970574379, + 0.06537828594446182, + 0.11806432157754898, + 0.1305672973394394, + 0.11245463788509369, + 0.05231776461005211 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.02634178288280964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a chaotic room viewed from a static, high-angle, wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the room filled with piles of academic books, old magazines, and discarded clothing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a solitary figure hunched over a low wooden stool wearing a faded black hoodie with long dark hair obscuring their face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a simple white Styrofoam cup of instant noodles with thick white steam rising from it visible on the floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the figure use disposable chopsticks to slowly and deliberately lift a portion of noodles from the cup?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899120450019836 + ], + "opposite_logprob_tokens": [ + -2.578991174697876 + ], + "logprob_reward": -0.07899120450019836, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899120450019836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20899592339992523, + 0.08040717989206314, + 0.057168662548065186, + 0.05161562189459801, + 0.037902940064668655, + 0.03958773985505104, + 0.13982561230659485, + 0.25140324234962463, + 0.0783839151263237, + 0.05470917746424675 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.07899120450019836 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_2/index_tensor([4113, 4113])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_2/index_tensor([4113, 4113])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..001287a1ad531b452912e26437fa8b7d793e3d34 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_2/index_tensor([4113, 4113])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "strictly static, bird's-eye view, the shot is focused vertically on a set of weathered bluestone steps. The surface is etched with age, its edges smoothed by age, and wisps of tenacious dark green moss dot the crevices. Suddenly, a thick, dark brown terracotta jar plummets from above, its rough surface grazing the air as it falls. Upon contact with the solid stone steps, the jar disintegrates with a dull crack, shattering into countless terracotta fragments of varying sizes and sharp edges. Centered on the point of impact, these fragments, mixed with a small cloud of rising dust, fly in all directions at high speed, leaving a fleeting and chaotic scene of destruction on the cold stone surface. A harsh, sidelight slices through the scene, highlighting the ancient texture of the stone steps and capturing every fleeting reflection as the fragments fly, creating an atmosphere of tension, suddenness, and irreversibility.", + "seed": 11490, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_2/index_4113_seed_11490_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10867609195411206, + "vlm_logprob": -0.10867609195411206, + "vlm_yes_no_margin": 2.425, + "vlm_token_credit": -0.10867609195411206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08110076189041138 + ], + "opposite_logprob_tokens": [ + -2.5811007022857666 + ], + "logprob_reward": -0.08110076189041138, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08110076189041138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18154293298721313, + 0.06693550199270248, + 0.038127824664115906, + 0.015413988381624222, + 0.11532009392976761, + 0.0588468462228775, + 0.10717799514532089, + 0.33901435136795044, + 0.04651531204581261, + 0.031105177477002144 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.08110076189041138 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908329904079437 + ], + "opposite_logprob_tokens": [ + -2.464083194732666 + ], + "logprob_reward": -0.08908329904079437, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908329904079437, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2708274722099304, + 0.10467306524515152, + 0.06650511920452118, + 0.014323124662041664, + 0.1441459059715271, + 0.05739585682749748, + 0.09577037394046783, + 0.07715260237455368, + 0.018117571249604225, + 0.1510888785123825 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.08908329904079437 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22554583847522736 + ], + "opposite_logprob_tokens": [ + -1.600545883178711 + ], + "logprob_reward": -0.22554583847522736, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22554583847522736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3267187476158142, + 0.08273442089557648, + 0.07171651721000671, + 0.025319954380393028, + 0.15655921399593353, + 0.037821684032678604, + 0.043990980833768845, + 0.12565843760967255, + 0.02746862918138504, + 0.10201152414083481 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.22554583847522736 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059515379369259 + ], + "opposite_logprob_tokens": [ + -3.895595073699951 + ], + "logprob_reward": -0.02059515379369259, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059515379369259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3117043673992157, + 0.08867822587490082, + 0.08667686581611633, + 0.06653754413127899, + 0.1499505341053009, + 0.023918233811855316, + 0.03832702711224556, + 0.10603334754705429, + 0.03640364855527878, + 0.09177020192146301 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.02059515379369259 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705540657043457 + ], + "opposite_logprob_tokens": [ + -2.1270554065704346 + ], + "logprob_reward": -0.12705540657043457, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705540657043457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17812253534793854, + 0.0948382318019867, + 0.23514442145824432, + 0.05163024738430977, + 0.05933918431401253, + 0.016177330166101456, + 0.03643219918012619, + 0.22417332231998444, + 0.034935541450977325, + 0.06920702755451202 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.12705540657043457 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strictly static, bird's-eye view, the shot is focused vertically on a set of weathered bluestone steps. The surface is etched with age, its edges smoothed by age, and wisps of tenacious dark green moss dot the crevices. Suddenly, a thick, dark brown terracotta jar plummets from above, its rough surface grazing the air as it falls. Upon contact with the solid stone steps, the jar disintegrates with a dull crack, shattering into countless terracotta fragments of varying sizes and sharp edges. Centered on the point of impact, these fragments, mixed with a small cloud of rising dust, fly in all directions at high speed, leaving a fleeting and chaotic scene of destruction on the cold stone surface. A harsh, sidelight slices through the scene, highlighting the ancient texture of the stone steps and capturing every fleeting reflection as the fragments fly, creating an atmosphere of tension, suddenness, and irreversibility.", + "seed": 11491, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_2/index_4113_seed_11491_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11990055311471223, + "vlm_logprob": -0.11990055311471223, + "vlm_yes_no_margin": 3.074999976158142, + "vlm_token_credit": -0.11990055311471223, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01500451285392046 + ], + "opposite_logprob_tokens": [ + -4.265004634857178 + ], + "logprob_reward": -0.01500451285392046, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01500451285392046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23270583152770996, + 0.24238592386245728, + 0.08671141415834427, + 0.11942081898450851, + 0.037204816937446594, + 0.04032397270202637, + 0.02392527461051941, + 0.03849456086754799, + 0.10734996944665909, + 0.07147743552923203 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01500451285392046 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557132169604301 + ], + "opposite_logprob_tokens": [ + -4.387557029724121 + ], + "logprob_reward": -0.012557132169604301, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557132169604301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29875510931015015, + 0.28323593735694885, + 0.10369569808244705, + 0.10163817554712296, + 0.07193271070718765, + 0.023714307695627213, + 0.023113036528229713, + 0.034653350710868835, + 0.02523232437670231, + 0.03402932360768318 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.012557132169604301 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288346767425537 + ], + "opposite_logprob_tokens": [ + -1.0538346767425537 + ], + "logprob_reward": -0.4288346767425537, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288346767425537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23977984488010406, + 0.20477372407913208, + 0.14223341643810272, + 0.11917097866535187, + 0.09083689004182816, + 0.024115709587931633, + 0.026908043771982193, + 0.024867018684744835, + 0.041601650416851044, + 0.08571270108222961 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.4288346767425537 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607024483382702 + ], + "opposite_logprob_tokens": [ + -4.141070365905762 + ], + "logprob_reward": -0.01607024483382702, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607024483382702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14899927377700806, + 0.44759464263916016, + 0.08281843364238739, + 0.0950588658452034, + 0.08639990538358688, + 0.015956008806824684, + 0.03308748081326485, + 0.025976823642849922, + 0.025634407997131348, + 0.038474246859550476 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01607024483382702 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270361989736557 + ], + "opposite_logprob_tokens": [ + -2.1270360946655273 + ], + "logprob_reward": -0.1270361989736557, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1270361989736557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2626946270465851, + 0.2964537739753723, + 0.05642376095056534, + 0.10370415449142456, + 0.06547868996858597, + 0.04440375044941902, + 0.06422918289899826, + 0.03278318792581558, + 0.0355423279106617, + 0.03828652203083038 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.1270361989736557 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strictly static, bird's-eye view, the shot is focused vertically on a set of weathered bluestone steps. The surface is etched with age, its edges smoothed by age, and wisps of tenacious dark green moss dot the crevices. Suddenly, a thick, dark brown terracotta jar plummets from above, its rough surface grazing the air as it falls. Upon contact with the solid stone steps, the jar disintegrates with a dull crack, shattering into countless terracotta fragments of varying sizes and sharp edges. Centered on the point of impact, these fragments, mixed with a small cloud of rising dust, fly in all directions at high speed, leaving a fleeting and chaotic scene of destruction on the cold stone surface. A harsh, sidelight slices through the scene, highlighting the ancient texture of the stone steps and capturing every fleeting reflection as the fragments fly, creating an atmosphere of tension, suddenness, and irreversibility.", + "seed": 11492, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_2/index_4113_seed_11492_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.037976818066090344, + "vlm_logprob": -0.037976818066090344, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.037976818066090344, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03536945953965187 + ], + "opposite_logprob_tokens": [ + -3.410369396209717 + ], + "logprob_reward": -0.03536945953965187, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03536945953965187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1478661447763443, + 0.14674662053585052, + 0.1870989352464676, + 0.04295552521944046, + 0.06798547506332397, + 0.03692473843693733, + 0.10258232802152634, + 0.07666077464818954, + 0.04228699207305908, + 0.14889249205589294 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.03536945953965187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652577176690102 + ], + "opposite_logprob_tokens": [ + -4.758652687072754 + ], + "logprob_reward": -0.008652577176690102, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652577176690102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09656458348035812, + 0.19630417227745056, + 0.2924294173717499, + 0.05228142812848091, + 0.03952806442975998, + 0.023659076541662216, + 0.10156743973493576, + 0.028288699686527252, + 0.048127174377441406, + 0.12124999612569809 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.008652577176690102 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187425374984741 + ], + "opposite_logprob_tokens": [ + -4.264187335968018 + ], + "logprob_reward": -0.014187425374984741, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187425374984741, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07056193053722382, + 0.11104128509759903, + 0.3078911006450653, + 0.10369998961687088, + 0.021099640056490898, + 0.020680824294686317, + 0.0382361076772213, + 0.024163072928786278, + 0.022189656272530556, + 0.28043630719184875 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.014187425374984741 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636015277355909 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004636015277355909, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636015277355909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06165870279073715, + 0.07413319498300552, + 0.2919900119304657, + 0.08551867306232452, + 0.022539976984262466, + 0.018269987776875496, + 0.05276038497686386, + 0.04501624032855034, + 0.14807428419589996, + 0.20003850758075714 + ], + "top_frames": [ + 2, + 9, + 8 + ], + "selected_reward": -0.004636015277355909 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270386129617691 + ], + "opposite_logprob_tokens": [ + -2.1270387172698975 + ], + "logprob_reward": -0.1270386129617691, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270386129617691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06476204097270966, + 0.11006959527730942, + 0.228539377450943, + 0.016501933336257935, + 0.030252350494265556, + 0.02054636925458908, + 0.08623819798231125, + 0.08384936302900314, + 0.22549022734165192, + 0.1337505429983139 + ], + "top_frames": [ + 2, + 8, + 9 + ], + "selected_reward": -0.1270386129617691 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "strictly static, bird's-eye view, the shot is focused vertically on a set of weathered bluestone steps. The surface is etched with age, its edges smoothed by age, and wisps of tenacious dark green moss dot the crevices. Suddenly, a thick, dark brown terracotta jar plummets from above, its rough surface grazing the air as it falls. Upon contact with the solid stone steps, the jar disintegrates with a dull crack, shattering into countless terracotta fragments of varying sizes and sharp edges. Centered on the point of impact, these fragments, mixed with a small cloud of rising dust, fly in all directions at high speed, leaving a fleeting and chaotic scene of destruction on the cold stone surface. A harsh, sidelight slices through the scene, highlighting the ancient texture of the stone steps and capturing every fleeting reflection as the fragments fly, creating an atmosphere of tension, suddenness, and irreversibility.", + "seed": 11493, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_2/index_4113_seed_11493_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04898653756827116, + "vlm_logprob": -0.04898653756827116, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.04898653756827116, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027838019654154778 + ], + "opposite_logprob_tokens": [ + -3.6528379917144775 + ], + "logprob_reward": -0.027838019654154778, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027838019654154778, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3490995168685913, + 0.06211163103580475, + 0.1236901804804802, + 0.2457500696182251, + 0.08001770079135895, + 0.024839676916599274, + 0.02723505347967148, + 0.02172270230948925, + 0.0261863861232996, + 0.03934706375002861 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.027838019654154778 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005949318408966 + ], + "opposite_logprob_tokens": [ + -2.6950595378875732 + ], + "logprob_reward": -0.07005949318408966, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005949318408966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47174790501594543, + 0.10823505371809006, + 0.14320653676986694, + 0.05258210748434067, + 0.05681021139025688, + 0.06857924908399582, + 0.022973300889134407, + 0.03382807970046997, + 0.02205785922706127, + 0.01997976377606392 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07005949318408966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809121996164322 + ], + "opposite_logprob_tokens": [ + -3.2880911827087402 + ], + "logprob_reward": -0.03809121996164322, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809121996164322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4436756670475006, + 0.09858493506908417, + 0.16803961992263794, + 0.09640100598335266, + 0.026834003627300262, + 0.024617154151201248, + 0.04331551864743233, + 0.03797103464603424, + 0.041511621326208115, + 0.01904940791428089 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03809121996164322 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008640640415251255 + ], + "opposite_logprob_tokens": [ + -4.758640766143799 + ], + "logprob_reward": -0.008640640415251255, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008640640415251255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6146531105041504, + 0.04768646880984306, + 0.12949948012828827, + 0.041737399995326996, + 0.05032631754875183, + 0.02366422675549984, + 0.03325021639466286, + 0.023543061688542366, + 0.018277395516633987, + 0.017362363636493683 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.008640640415251255 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a bird's-eye view focused vertically on weathered bluestone steps?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick, dark brown terracotta jar visible falling from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the jar disintegrate upon impact, shattering into countless fragments of varying sizes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments fly in all directions at high speed, mixed with a small cloud of rising dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a harsh sidelight that highlights the stone texture and captures reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030331462621689 + ], + "opposite_logprob_tokens": [ + -2.3503034114837646 + ], + "logprob_reward": -0.10030331462621689, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030331462621689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35071107745170593, + 0.12293421477079391, + 0.09849490970373154, + 0.23196843266487122, + 0.05375927314162254, + 0.02682894840836525, + 0.0269155353307724, + 0.02884153462946415, + 0.017249908298254013, + 0.04229619354009628 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.10030331462621689 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_3/index_tensor([3844, 3844])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_3/index_tensor([3844, 3844])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..90b3a2591d0dc6e5dc7fd890807c50e0c586ff0e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_3/index_tensor([3844, 3844])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, held at a slightly low angle, slowly pans right, following an elderly farmer inspecting his crops. His face is weathered, his eyes kind and contemplative. At dusk, he stands in a field of tall, lush corn, wearing a faded blue denim shirt with the sleeves rolled up to his forearms. As he moves, he deliberately extends his calloused, work-worn right hand, letting his fingertips gently and reverently glide across the broad, green surface of the corn leaves. The setting sun, just behind him and just out of frame, casts a magnificent, warm golden glow over the entire scene, creating a brilliant rim light on his silhouette and a fiery glow on the edges of the corn leaves. The sky transitions from a vibrant orange near the horizon to a deep twilight purple above. Long shadows stretch forward across the fertile fields, creating a profoundly serene and peaceful atmosphere, evoking a sense of a day's work and a deep connection to the land.", + "seed": 22672, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_3/index_3844_seed_22672_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1950972112827003, + "vlm_logprob": -0.1950972112827003, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.1950972112827003, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09243953227996826 + ], + "opposite_logprob_tokens": [ + -2.467439651489258 + ], + "logprob_reward": -0.09243953227996826, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09243953227996826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22195525467395782, + 0.08780165761709213, + 0.11048615723848343, + 0.14759932458400726, + 0.11808121204376221, + 0.0866689458489418, + 0.07451123744249344, + 0.04246079549193382, + 0.07407085597515106, + 0.03636457398533821 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.09243953227996826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209050685167313 + ], + "opposite_logprob_tokens": [ + -4.264209270477295 + ], + "logprob_reward": -0.014209050685167313, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209050685167313, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15071198344230652, + 0.13002917170524597, + 0.09207908064126968, + 0.2649746239185333, + 0.04796468839049339, + 0.08442211896181107, + 0.10088517516851425, + 0.038441676646471024, + 0.03616587817668915, + 0.05432561784982681 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.014209050685167313 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809431567788124 + ], + "opposite_logprob_tokens": [ + -3.2880942821502686 + ], + "logprob_reward": -0.03809431567788124, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809431567788124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07188471406698227, + 0.08976707607507706, + 0.1531950980424881, + 0.27753692865371704, + 0.14838863909244537, + 0.08601406961679459, + 0.04766541346907616, + 0.06480088084936142, + 0.03202231228351593, + 0.028724879026412964 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.03809431567788124 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046363710425794125 + ], + "opposite_logprob_tokens": [ + -5.379636287689209 + ], + "logprob_reward": -0.0046363710425794125, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046363710425794125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15892082452774048, + 0.061264604330062866, + 0.07157620042562485, + 0.16382437944412231, + 0.11657896637916565, + 0.06208959221839905, + 0.15600846707820892, + 0.0477907694876194, + 0.11136209964752197, + 0.050584085285663605 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0046363710425794125 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261067867279053 + ], + "opposite_logprob_tokens": [ + -0.5761067867279053 + ], + "logprob_reward": -0.8261067867279053, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261067867279053, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08421232551336288, + 0.14323760569095612, + 0.091472327709198, + 0.5116554498672485, + 0.01678827404975891, + 0.035962559282779694, + 0.017986366525292397, + 0.023978039622306824, + 0.03936772048473358, + 0.03533929958939552 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.8261067867279053 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "medium shot, held at a slightly low angle, slowly pans right, following an elderly farmer inspecting his crops. His face is weathered, his eyes kind and contemplative. At dusk, he stands in a field of tall, lush corn, wearing a faded blue denim shirt with the sleeves rolled up to his forearms. As he moves, he deliberately extends his calloused, work-worn right hand, letting his fingertips gently and reverently glide across the broad, green surface of the corn leaves. The setting sun, just behind him and just out of frame, casts a magnificent, warm golden glow over the entire scene, creating a brilliant rim light on his silhouette and a fiery glow on the edges of the corn leaves. The sky transitions from a vibrant orange near the horizon to a deep twilight purple above. Long shadows stretch forward across the fertile fields, creating a profoundly serene and peaceful atmosphere, evoking a sense of a day's work and a deep connection to the land.", + "seed": 22673, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_3/index_3844_seed_22673_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08756577190943063, + "vlm_logprob": -0.08756577190943063, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.08756577190943063, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08104151487350464 + ], + "opposite_logprob_tokens": [ + -2.5810415744781494 + ], + "logprob_reward": -0.08104151487350464, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08104151487350464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5266491174697876, + 0.0341770313680172, + 0.10144267231225967, + 0.051193878054618835, + 0.036765504628419876, + 0.1303672045469284, + 0.014865579083561897, + 0.017659444361925125, + 0.03677878528833389, + 0.05010078847408295 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.08104151487350464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210696332156658 + ], + "opposite_logprob_tokens": [ + -4.2642107009887695 + ], + "logprob_reward": -0.014210696332156658, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210696332156658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5012303590774536, + 0.041375137865543365, + 0.06440259516239166, + 0.12979011237621307, + 0.08670765161514282, + 0.04028075560927391, + 0.03187505528330803, + 0.015897560864686966, + 0.03122846782207489, + 0.05721232295036316 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.014210696332156658 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344336569309235 + ], + "opposite_logprob_tokens": [ + -3.6513442993164062 + ], + "logprob_reward": -0.026344336569309235, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344336569309235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49620988965034485, + 0.014709023758769035, + 0.2176390439271927, + 0.022509129717946053, + 0.027072805911302567, + 0.0545407235622406, + 0.015898950397968292, + 0.016382623463869095, + 0.023352298885583878, + 0.11168547719717026 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.026344336569309235 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818423556163907 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.002818423556163907, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818423556163907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6911284327507019, + 0.023901116102933884, + 0.05003001540899277, + 0.02145489677786827, + 0.027396587654948235, + 0.01170287560671568, + 0.03840234875679016, + 0.012429850175976753, + 0.02322998270392418, + 0.1003238707780838 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.002818423556163907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134138882160187 + ], + "opposite_logprob_tokens": [ + -1.3134138584136963 + ], + "logprob_reward": -0.3134138882160187, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134138882160187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39177393913269043, + 0.022380618378520012, + 0.0906301811337471, + 0.015492333099246025, + 0.011400794610381126, + 0.018284369260072708, + 0.05074989050626755, + 0.07076773047447205, + 0.05077854171395302, + 0.27774161100387573 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.3134138882160187 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, held at a slightly low angle, slowly pans right, following an elderly farmer inspecting his crops. His face is weathered, his eyes kind and contemplative. At dusk, he stands in a field of tall, lush corn, wearing a faded blue denim shirt with the sleeves rolled up to his forearms. As he moves, he deliberately extends his calloused, work-worn right hand, letting his fingertips gently and reverently glide across the broad, green surface of the corn leaves. The setting sun, just behind him and just out of frame, casts a magnificent, warm golden glow over the entire scene, creating a brilliant rim light on his silhouette and a fiery glow on the edges of the corn leaves. The sky transitions from a vibrant orange near the horizon to a deep twilight purple above. Long shadows stretch forward across the fertile fields, creating a profoundly serene and peaceful atmosphere, evoking a sense of a day's work and a deep connection to the land.", + "seed": 22674, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_3/index_3844_seed_22674_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2548938078805804, + "vlm_logprob": -0.2548938078805804, + "vlm_yes_no_margin": 2.749999988079071, + "vlm_token_credit": -0.2548938078805804, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06367732584476471 + ], + "opposite_logprob_tokens": [ + -2.8136773109436035 + ], + "logprob_reward": -0.06367732584476471, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06367732584476471, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27753955125808716, + 0.08011369407176971, + 0.050701629370450974, + 0.05036981403827667, + 0.13335555791854858, + 0.04249149560928345, + 0.06235150247812271, + 0.1504206508398056, + 0.09265509992837906, + 0.06000098958611488 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.06367732584476471 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556307949125767 + ], + "opposite_logprob_tokens": [ + -4.387556076049805 + ], + "logprob_reward": -0.012556307949125767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556307949125767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2119724303483963, + 0.18341194093227386, + 0.04909926652908325, + 0.023819563910365105, + 0.06396877765655518, + 0.07909654825925827, + 0.05059673264622688, + 0.16385631263256073, + 0.10448002070188522, + 0.06969844549894333 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.012556307949125767 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865648224949837 + ], + "opposite_logprob_tokens": [ + -3.048656463623047 + ], + "logprob_reward": -0.04865648224949837, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865648224949837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2031087875366211, + 0.07045552879571915, + 0.0372406467795372, + 0.06504222750663757, + 0.032537590712308884, + 0.1198122575879097, + 0.04760528728365898, + 0.23352710902690887, + 0.03817467391490936, + 0.15249589085578918 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.04865648224949837 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537354603409767 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537354603409767, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537354603409767, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36182117462158203, + 0.05681924521923065, + 0.041956424713134766, + 0.057268187403678894, + 0.1452302485704422, + 0.15666067600250244, + 0.05401927977800369, + 0.045613907277584076, + 0.04429382458329201, + 0.03631700575351715 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.012537354603409767 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370415687561035 + ], + "opposite_logprob_tokens": [ + -0.38704150915145874 + ], + "logprob_reward": -1.1370415687561035, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.1370415687561035, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10942203551530838, + 0.04729543626308441, + 0.04395527392625809, + 0.04309482499957085, + 0.04184690862894058, + 0.30716070532798767, + 0.07350251078605652, + 0.06369799375534058, + 0.13208626210689545, + 0.137937992811203 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -1.1370415687561035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "medium shot, held at a slightly low angle, slowly pans right, following an elderly farmer inspecting his crops. His face is weathered, his eyes kind and contemplative. At dusk, he stands in a field of tall, lush corn, wearing a faded blue denim shirt with the sleeves rolled up to his forearms. As he moves, he deliberately extends his calloused, work-worn right hand, letting his fingertips gently and reverently glide across the broad, green surface of the corn leaves. The setting sun, just behind him and just out of frame, casts a magnificent, warm golden glow over the entire scene, creating a brilliant rim light on his silhouette and a fiery glow on the edges of the corn leaves. The sky transitions from a vibrant orange near the horizon to a deep twilight purple above. Long shadows stretch forward across the fertile fields, creating a profoundly serene and peaceful atmosphere, evoking a sense of a day's work and a deep connection to the land.", + "seed": 22675, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_3/index_3844_seed_22675_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12474106261506676, + "vlm_logprob": -0.12474106261506676, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.12474106261506676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3883129358291626 + ], + "opposite_logprob_tokens": [ + -1.1383129358291626 + ], + "logprob_reward": -0.3883129358291626, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3883129358291626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12713336944580078, + 0.09632457792758942, + 0.040158774703741074, + 0.05322018265724182, + 0.09522759914398193, + 0.1359943300485611, + 0.22564885020256042, + 0.12761865556240082, + 0.014105630107223988, + 0.0845680758357048 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.3883129358291626 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365352794528008 + ], + "opposite_logprob_tokens": [ + -3.651365280151367 + ], + "logprob_reward": -0.026365352794528008, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365352794528008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5059621334075928, + 0.15487082302570343, + 0.05272115394473076, + 0.02382081001996994, + 0.039970122277736664, + 0.039839498698711395, + 0.0690128281712532, + 0.048105500638484955, + 0.03850407525897026, + 0.02719302289187908 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.026365352794528008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347007602453232 + ], + "opposite_logprob_tokens": [ + -3.6513469219207764 + ], + "logprob_reward": -0.026347007602453232, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347007602453232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12791191041469574, + 0.09594248235225677, + 0.11418487131595612, + 0.07397668063640594, + 0.11618850380182266, + 0.05870494991540909, + 0.15731750428676605, + 0.06281628459692001, + 0.03996610268950462, + 0.15299072861671448 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.026347007602453232 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028173536993563175 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028173536993563175, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028173536993563175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13195499777793884, + 0.08857662975788116, + 0.05779271945357323, + 0.11372806876897812, + 0.15781302750110626, + 0.17387160658836365, + 0.1297564059495926, + 0.063524529337883, + 0.04809682443737984, + 0.03488517925143242 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.0028173536993563175 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of an elderly farmer inspecting crops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the farmer wearing a faded blue denim shirt with sleeves rolled up to his forearms?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the farmer extend his right hand to gently glide his fingertips across the corn leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set in a field of tall, lush corn at dusk with a sky transitioning from orange to purple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan right while the farmer moves?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17986266314983368 + ], + "opposite_logprob_tokens": [ + -1.80486261844635 + ], + "logprob_reward": -0.17986266314983368, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17986266314983368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12268966436386108, + 0.06584333628416061, + 0.046705469489097595, + 0.046320345252752304, + 0.06122121959924698, + 0.12407246977090836, + 0.15968987345695496, + 0.11829020082950592, + 0.018478399142622948, + 0.23668906092643738 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.17986266314983368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_4/index_tensor([7862, 7862])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_4/index_tensor([7862, 7862])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bb9982c3faf619f905c104267e3643fc17c77bbc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_4/index_tensor([7862, 7862])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic, low-angle close-up captures the brutal force of a sleek, black, metallic sports car as it violently collides with a cold, galvanized steel guardrail. The car's front fenders instantly collapse inward, sending a shower of brilliant orange and white sparks blasting into the pitch-black night, completely illuminating the twisted metal for a few seconds. The vehicle chaotically bounces off the obstacle, tires screeching on the wet asphalt, the chassis shaking, and the red glow of its taillights smearing across the frame. Immediately after the impact, the camera executes a swift and dramatic pullback, quickly zooming out to reveal the full, terrifying context: the stricken car, now small and isolated, its headlights casting a sharp, lonely beam against the darkness, trapped on the sharp curve of a winding mountain road that twists precariously around a sheer cliff face and disappears into the oppressive darkness of the surrounding wilderness beneath a starless sky, creating a tense, perilous atmosphere of sudden disaster and profound isolation.", + "seed": 21789, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_4/index_7862_seed_21789_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18146689031273128, + "vlm_logprob": -0.18146689031273128, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.18146689031273128, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07091248780488968 + ], + "opposite_logprob_tokens": [ + -2.6959125995635986 + ], + "logprob_reward": -0.07091248780488968, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07091248780488968, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08059941232204437, + 0.04726620763540268, + 0.060558538883924484, + 0.16953283548355103, + 0.07041830569505692, + 0.11885391920804977, + 0.2732490599155426, + 0.08886632323265076, + 0.04112166166305542, + 0.049533721059560776 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.07091248780488968 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062042348086833954 + ], + "opposite_logprob_tokens": [ + -2.812042236328125 + ], + "logprob_reward": -0.062042348086833954, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062042348086833954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09464526921510696, + 0.03818180412054062, + 0.0317007377743721, + 0.08381512761116028, + 0.07748390734195709, + 0.12250350415706635, + 0.28948020935058594, + 0.1810445338487625, + 0.03120504692196846, + 0.0499398373067379 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.062042348086833954 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004095619544386864 + ], + "opposite_logprob_tokens": [ + -5.504095554351807 + ], + "logprob_reward": -0.004095619544386864, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004095619544386864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25201416015625, + 0.06734663248062134, + 0.033127158880233765, + 0.13286297023296356, + 0.07486365735530853, + 0.16865117847919464, + 0.09346174448728561, + 0.06100933626294136, + 0.03980404511094093, + 0.07685916870832443 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.004095619544386864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532292865216732 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532292865216732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532292865216732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10930026322603226, + 0.06045173108577728, + 0.05004369094967842, + 0.07708191871643066, + 0.08394940942525864, + 0.07623035460710526, + 0.2584438621997833, + 0.22664467990398407, + 0.02026423253118992, + 0.037589870393276215 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.012532292865216732 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577517032623291 + ], + "opposite_logprob_tokens": [ + -0.6327517032623291 + ], + "logprob_reward": -0.7577517032623291, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577517032623291, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04657359421253204, + 0.030858125537633896, + 0.016513189300894737, + 0.14636756479740143, + 0.0441877655684948, + 0.32338231801986694, + 0.25865069031715393, + 0.05270549654960632, + 0.06323869526386261, + 0.017522530630230904 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.7577517032623291 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dynamic, low-angle close-up captures the brutal force of a sleek, black, metallic sports car as it violently collides with a cold, galvanized steel guardrail. The car's front fenders instantly collapse inward, sending a shower of brilliant orange and white sparks blasting into the pitch-black night, completely illuminating the twisted metal for a few seconds. The vehicle chaotically bounces off the obstacle, tires screeching on the wet asphalt, the chassis shaking, and the red glow of its taillights smearing across the frame. Immediately after the impact, the camera executes a swift and dramatic pullback, quickly zooming out to reveal the full, terrifying context: the stricken car, now small and isolated, its headlights casting a sharp, lonely beam against the darkness, trapped on the sharp curve of a winding mountain road that twists precariously around a sheer cliff face and disappears into the oppressive darkness of the surrounding wilderness beneath a starless sky, creating a tense, perilous atmosphere of sudden disaster and profound isolation.", + "seed": 21790, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_4/index_7862_seed_21790_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.19907440291717649, + "vlm_logprob": -0.19907440291717649, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.19907440291717649, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04422387108206749 + ], + "opposite_logprob_tokens": [ + -3.1692237854003906 + ], + "logprob_reward": -0.04422387108206749, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04422387108206749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29107192158699036, + 0.04717498645186424, + 0.06161357834935188, + 0.030786534771323204, + 0.10236650705337524, + 0.19128261506557465, + 0.0543028749525547, + 0.07296140491962433, + 0.039484549313783646, + 0.10895506292581558 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.04422387108206749 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026347355917096138 + ], + "opposite_logprob_tokens": [ + -3.6513473987579346 + ], + "logprob_reward": -0.026347355917096138, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026347355917096138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1366688758134842, + 0.09621383249759674, + 0.047915589064359665, + 0.08629517257213593, + 0.15472538769245148, + 0.24745528399944305, + 0.05489012226462364, + 0.04009869694709778, + 0.043664149940013885, + 0.09207290410995483 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.026347355917096138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947392899543047 + ], + "opposite_logprob_tokens": [ + -5.130947589874268 + ], + "logprob_reward": -0.005947392899543047, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947392899543047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06445291638374329, + 0.16099421679973602, + 0.23272985219955444, + 0.08336366713047028, + 0.06351158767938614, + 0.1339596062898636, + 0.055026933550834656, + 0.10819854587316513, + 0.03276557847857475, + 0.06499703973531723 + ], + "top_frames": [ + 2, + 1, + 5 + ], + "selected_reward": -0.005947392899543047 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020570628345012665 + ], + "opposite_logprob_tokens": [ + -3.8955705165863037 + ], + "logprob_reward": -0.020570628345012665, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020570628345012665, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08535797894001007, + 0.10854590684175491, + 0.11719507724046707, + 0.06577148288488388, + 0.09120477735996246, + 0.1881750077009201, + 0.10162875056266785, + 0.025485457852482796, + 0.06582050025463104, + 0.15081509947776794 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.020570628345012665 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982827663421631 + ], + "opposite_logprob_tokens": [ + -0.5232827663421631 + ], + "logprob_reward": -0.8982827663421631, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982827663421631, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09552687406539917, + 0.037050846964120865, + 0.09579865634441376, + 0.13219894468784332, + 0.06465820223093033, + 0.09408353269100189, + 0.06427370756864548, + 0.05283541977405548, + 0.15279769897460938, + 0.21077613532543182 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.8982827663421631 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "dynamic, low-angle close-up captures the brutal force of a sleek, black, metallic sports car as it violently collides with a cold, galvanized steel guardrail. The car's front fenders instantly collapse inward, sending a shower of brilliant orange and white sparks blasting into the pitch-black night, completely illuminating the twisted metal for a few seconds. The vehicle chaotically bounces off the obstacle, tires screeching on the wet asphalt, the chassis shaking, and the red glow of its taillights smearing across the frame. Immediately after the impact, the camera executes a swift and dramatic pullback, quickly zooming out to reveal the full, terrifying context: the stricken car, now small and isolated, its headlights casting a sharp, lonely beam against the darkness, trapped on the sharp curve of a winding mountain road that twists precariously around a sheer cliff face and disappears into the oppressive darkness of the surrounding wilderness beneath a starless sky, creating a tense, perilous atmosphere of sudden disaster and profound isolation.", + "seed": 21791, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_4/index_7862_seed_21791_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.20578436683863402, + "vlm_logprob": -0.20578436683863402, + "vlm_yes_no_margin": 2.325000011920929, + "vlm_token_credit": -0.20578436683863402, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4300388693809509 + ], + "opposite_logprob_tokens": [ + -1.0550389289855957 + ], + "logprob_reward": -0.4300388693809509, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.4300388693809509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12338642030954361, + 0.6410361528396606, + 0.015998924151062965, + 0.023105880245566368, + 0.022814244031906128, + 0.04664965346455574, + 0.02421237900853157, + 0.01934322714805603, + 0.06719165295362473, + 0.016261490061879158 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.4300388693809509 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549660325050354 + ], + "opposite_logprob_tokens": [ + -2.9299659729003906 + ], + "logprob_reward": -0.0549660325050354, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549660325050354, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.038062069565057755, + 0.7787812352180481, + 0.031002003699541092, + 0.026100443676114082, + 0.03808712959289551, + 0.019421668723225594, + 0.017829032614827156, + 0.009115856140851974, + 0.009295103140175343, + 0.032305482774972916 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.0549660325050354 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763320829719305 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.00763320829719305, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763320829719305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03685767948627472, + 0.44857752323150635, + 0.06571514159440994, + 0.07832212746143341, + 0.07885725051164627, + 0.16772425174713135, + 0.017532989382743835, + 0.013010968454182148, + 0.03723263740539551, + 0.05616938695311546 + ], + "top_frames": [ + 1, + 5, + 4 + ], + "selected_reward": -0.00763320829719305 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203629821538925 + ], + "opposite_logprob_tokens": [ + -2.8120362758636475 + ], + "logprob_reward": -0.06203629821538925, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203629821538925, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07981999963521957, + 0.027327924966812134, + 0.07852157205343246, + 0.02461925707757473, + 0.1840450018644333, + 0.32192501425743103, + 0.044088710099458694, + 0.08571590483188629, + 0.1046760305762291, + 0.049260642379522324 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.06203629821538925 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47424742579460144 + ], + "opposite_logprob_tokens": [ + -0.9742474555969238 + ], + "logprob_reward": -0.47424742579460144, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47424742579460144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041431158781051636, + 0.3959989547729492, + 0.10270343720912933, + 0.05783338099718094, + 0.10719615966081619, + 0.08714552223682404, + 0.07372835278511047, + 0.03349851071834564, + 0.04729694500565529, + 0.053167570382356644 + ], + "top_frames": [ + 1, + 4, + 2 + ], + "selected_reward": -0.47424742579460144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic, low-angle close-up captures the brutal force of a sleek, black, metallic sports car as it violently collides with a cold, galvanized steel guardrail. The car's front fenders instantly collapse inward, sending a shower of brilliant orange and white sparks blasting into the pitch-black night, completely illuminating the twisted metal for a few seconds. The vehicle chaotically bounces off the obstacle, tires screeching on the wet asphalt, the chassis shaking, and the red glow of its taillights smearing across the frame. Immediately after the impact, the camera executes a swift and dramatic pullback, quickly zooming out to reveal the full, terrifying context: the stricken car, now small and isolated, its headlights casting a sharp, lonely beam against the darkness, trapped on the sharp curve of a winding mountain road that twists precariously around a sheer cliff face and disappears into the oppressive darkness of the surrounding wilderness beneath a starless sky, creating a tense, perilous atmosphere of sudden disaster and profound isolation.", + "seed": 21792, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_4/index_7862_seed_21792_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1674897028133273, + "vlm_logprob": -0.1674897028133273, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.1674897028133273, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05524412915110588 + ], + "opposite_logprob_tokens": [ + -2.930244207382202 + ], + "logprob_reward": -0.05524412915110588, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05524412915110588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1174536794424057, + 0.03621785715222359, + 0.06658387929201126, + 0.039110440760850906, + 0.1817801296710968, + 0.23384034633636475, + 0.02359197661280632, + 0.06883908063173294, + 0.04680440574884415, + 0.1857782006263733 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.05524412915110588 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494820326566696 + ], + "opposite_logprob_tokens": [ + -2.929948091506958 + ], + "logprob_reward": -0.05494820326566696, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494820326566696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11726027727127075, + 0.05473154038190842, + 0.039344366639852524, + 0.04622338339686394, + 0.08463221788406372, + 0.16535362601280212, + 0.14171576499938965, + 0.16276344656944275, + 0.05927062779664993, + 0.1287047117948532 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.05494820326566696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076242173090577126 + ], + "opposite_logprob_tokens": [ + -4.88262414932251 + ], + "logprob_reward": -0.0076242173090577126, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076242173090577126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09031681716442108, + 0.06502040475606918, + 0.05451933667063713, + 0.05387997627258301, + 0.038388676941394806, + 0.10057935118675232, + 0.07041563093662262, + 0.059895794838666916, + 0.07327089458703995, + 0.393713116645813 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.0076242173090577126 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026334816589951515 + ], + "opposite_logprob_tokens": [ + -3.651334762573242 + ], + "logprob_reward": -0.026334816589951515, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026334816589951515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19067472219467163, + 0.05288565903902054, + 0.02214283123612404, + 0.04974590614438057, + 0.0553116574883461, + 0.3745013177394867, + 0.033222999423742294, + 0.04497835785150528, + 0.050918202847242355, + 0.12561829388141632 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.026334816589951515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sleek, black, metallic sports car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the car violently collide with a cold, galvanized steel guardrail?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are brilliant orange and white sparks visible blasting from the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera execute a swift pullback and zoom out immediately after the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final scene set on a winding mountain road with a sheer cliff face under a starless sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6932971477508545 + ], + "opposite_logprob_tokens": [ + -0.6932971477508545 + ], + "logprob_reward": -0.6932971477508545, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6932971477508545, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08101379871368408, + 0.13638752698898315, + 0.034632112830877304, + 0.05273378640413284, + 0.03771309182047844, + 0.058278366923332214, + 0.29332947731018066, + 0.0934414342045784, + 0.07408404350280762, + 0.13838635385036469 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.6932971477508545 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_5/index_tensor([2128, 2128])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_5/index_tensor([2128, 2128])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..24adf400964547e14cfe69b38113a5002928ca3d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_5/index_tensor([2128, 2128])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up slowly pans across the face of a woman, her features a mask of pure terror amidst a dark and intense horror scene. Her skin is deathly pale, almost translucent, providing a stark canvas for the fiery red hair that cascades across her forehead and cheeks in a tousled, damp mass. The scene is illuminated by a single, harsh overhead light, casting deep, dramatic shadows that sculpt her features and enhance the eerie, claustrophobic atmosphere. Her wide-open eyes, a startlingly clear blue, gaze at an unseen point beyond the camera, reflecting a profound terror. A stream of thick, crimson blood steadily and uncomfortably drips from her right nostril, tracing a path along her philtrum, while another stream of fresh blood flows from the corner of her slightly open mouth, which hangs open as she gasps shallowly and raggedly. Her jaw trembles uncontrollably, and the entire composition relentlessly focuses on her anguished facial expression and the slow, terrifying descent of blood, creating a deeply unsettling and intensely terrifying visual narrative.", + "seed": 15069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_5/index_2128_seed_15069_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.24812161568552255, + "vlm_logprob": -0.24812161568552255, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.24812161568552255, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0018581758486106992 + ], + "opposite_logprob_tokens": [ + -7.126858234405518 + ], + "logprob_reward": -0.0018581758486106992, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0018581758486106992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10890167206525803, + 0.03291424363851547, + 0.2607337236404419, + 0.034087102860212326, + 0.013979088515043259, + 0.0219919141381979, + 0.11431527882814407, + 0.011068961583077908, + 0.09528882056474686, + 0.30671921372413635 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.0018581758486106992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.757818341255188 + ], + "opposite_logprob_tokens": [ + -0.632818341255188 + ], + "logprob_reward": -0.757818341255188, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.757818341255188, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0564674511551857, + 0.0339004211127758, + 0.04261365905404091, + 0.017285779118537903, + 0.028274083510041237, + 0.03501483052968979, + 0.1991174817085266, + 0.04075358808040619, + 0.2912971079349518, + 0.25527557730674744 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.757818341255188 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013446108205243945 + ], + "opposite_logprob_tokens": [ + -6.626344680786133 + ], + "logprob_reward": -0.0013446108205243945, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013446108205243945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19755443930625916, + 0.06697899103164673, + 0.13624784350395203, + 0.045222848653793335, + 0.026035906746983528, + 0.027503175660967827, + 0.2978741228580475, + 0.04166880622506142, + 0.049510519951581955, + 0.11140335351228714 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.0013446108205243945 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743310213088989 + ], + "opposite_logprob_tokens": [ + -0.9743310213088989 + ], + "logprob_reward": -0.4743310213088989, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743310213088989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11114470660686493, + 0.1002769023180008, + 0.2456437349319458, + 0.047905705869197845, + 0.07088681310415268, + 0.047145646065473557, + 0.1689731776714325, + 0.038622669875621796, + 0.12216341495513916, + 0.04723726212978363 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.4743310213088989 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255929194390774 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255929194390774, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255929194390774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06584452837705612, + 0.028862208127975464, + 0.06127845495939255, + 0.024056779220700264, + 0.01516781933605671, + 0.043704960495233536, + 0.5438939929008484, + 0.03350004926323891, + 0.051102012395858765, + 0.1325892060995102 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.005255929194390774 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up slowly pans across the face of a woman, her features a mask of pure terror amidst a dark and intense horror scene. Her skin is deathly pale, almost translucent, providing a stark canvas for the fiery red hair that cascades across her forehead and cheeks in a tousled, damp mass. The scene is illuminated by a single, harsh overhead light, casting deep, dramatic shadows that sculpt her features and enhance the eerie, claustrophobic atmosphere. Her wide-open eyes, a startlingly clear blue, gaze at an unseen point beyond the camera, reflecting a profound terror. A stream of thick, crimson blood steadily and uncomfortably drips from her right nostril, tracing a path along her philtrum, while another stream of fresh blood flows from the corner of her slightly open mouth, which hangs open as she gasps shallowly and raggedly. Her jaw trembles uncontrollably, and the entire composition relentlessly focuses on her anguished facial expression and the slow, terrifying descent of blood, creating a deeply unsettling and intensely terrifying visual narrative.", + "seed": 15070, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_5/index_2128_seed_15070_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.29481326160021126, + "vlm_logprob": -0.29481326160021126, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.29481326160021126, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002673862734809518 + ], + "opposite_logprob_tokens": [ + -6.627673625946045 + ], + "logprob_reward": -0.002673862734809518, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.002673862734809518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26995521783828735, + 0.25485527515411377, + 0.08976144343614578, + 0.0489763468503952, + 0.053632885217666626, + 0.07337135821580887, + 0.05009590834379196, + 0.02971959300339222, + 0.042828600853681564, + 0.08680349588394165 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.002673862734809518 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578235268592834 + ], + "opposite_logprob_tokens": [ + -0.6328235268592834 + ], + "logprob_reward": -0.7578235268592834, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578235268592834, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18601563572883606, + 0.16840820014476776, + 0.1182868480682373, + 0.10558783262968063, + 0.1111273542046547, + 0.06631828844547272, + 0.025189131498336792, + 0.011737427674233913, + 0.06588689237833023, + 0.14144238829612732 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.7578235268592834 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556896544992924 + ], + "opposite_logprob_tokens": [ + -4.387557029724121 + ], + "logprob_reward": -0.012556896544992924, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556896544992924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17618624866008759, + 0.2948833405971527, + 0.09567096829414368, + 0.05633968859910965, + 0.16029204428195953, + 0.03883615508675575, + 0.040438514202833176, + 0.020707275718450546, + 0.06125689670443535, + 0.05538889765739441 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.012556896544992924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933797597885132 + ], + "opposite_logprob_tokens": [ + -0.6933797597885132 + ], + "logprob_reward": -0.6933797597885132, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933797597885132, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09878368675708771, + 0.2922132909297943, + 0.06890939921140671, + 0.07704046368598938, + 0.11189053952693939, + 0.10488060116767883, + 0.039381012320518494, + 0.05134042352437973, + 0.06821863353252411, + 0.08734191954135895 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.6933797597885132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007632262073457241 + ], + "opposite_logprob_tokens": [ + -4.882632255554199 + ], + "logprob_reward": -0.007632262073457241, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007632262073457241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14057953655719757, + 0.11359503865242004, + 0.18779239058494568, + 0.0554753914475441, + 0.05642767623066902, + 0.04693622887134552, + 0.24473801255226135, + 0.044940583407878876, + 0.02086055837571621, + 0.08865457028150558 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.007632262073457241 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "An extreme close-up slowly pans across the face of a woman, her features a mask of pure terror amidst a dark and intense horror scene. Her skin is deathly pale, almost translucent, providing a stark canvas for the fiery red hair that cascades across her forehead and cheeks in a tousled, damp mass. The scene is illuminated by a single, harsh overhead light, casting deep, dramatic shadows that sculpt her features and enhance the eerie, claustrophobic atmosphere. Her wide-open eyes, a startlingly clear blue, gaze at an unseen point beyond the camera, reflecting a profound terror. A stream of thick, crimson blood steadily and uncomfortably drips from her right nostril, tracing a path along her philtrum, while another stream of fresh blood flows from the corner of her slightly open mouth, which hangs open as she gasps shallowly and raggedly. Her jaw trembles uncontrollably, and the entire composition relentlessly focuses on her anguished facial expression and the slow, terrifying descent of blood, creating a deeply unsettling and intensely terrifying visual narrative.", + "seed": 15071, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_5/index_2128_seed_15071_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16233323086053134, + "vlm_logprob": -0.16233323086053134, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.16233323086053134, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005137456580996513 + ], + "opposite_logprob_tokens": [ + -5.6301374435424805 + ], + "logprob_reward": -0.005137456580996513, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.005137456580996513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07369883358478546, + 0.0931420773267746, + 0.04233299568295479, + 0.2921483516693115, + 0.06499281525611877, + 0.022506793960928917, + 0.06157476454973221, + 0.0500638410449028, + 0.2783527076244354, + 0.021186841651797295 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -0.005137456580996513 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31348785758018494 + ], + "opposite_logprob_tokens": [ + -1.3134878873825073 + ], + "logprob_reward": -0.31348785758018494, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31348785758018494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08305168151855469, + 0.02887098304927349, + 0.02847164124250412, + 0.44175830483436584, + 0.03317297622561455, + 0.03673228621482849, + 0.0523744560778141, + 0.01888883300125599, + 0.2652505338191986, + 0.011428268626332283 + ], + "top_frames": [ + 3, + 8, + 0 + ], + "selected_reward": -0.31348785758018494 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641489617526531 + ], + "opposite_logprob_tokens": [ + -4.882641315460205 + ], + "logprob_reward": -0.007641489617526531, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641489617526531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14919768273830414, + 0.07516138255596161, + 0.04952385276556015, + 0.555797278881073, + 0.02765803225338459, + 0.02733192965388298, + 0.020798249170184135, + 0.01145591214299202, + 0.06206490471959114, + 0.021010732278227806 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.007641489617526531 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47432154417037964 + ], + "opposite_logprob_tokens": [ + -0.9743215441703796 + ], + "logprob_reward": -0.47432154417037964, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47432154417037964, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17490637302398682, + 0.10263752937316895, + 0.06455356627702713, + 0.16198770701885223, + 0.1242472231388092, + 0.0638812780380249, + 0.10321919620037079, + 0.05065087229013443, + 0.11230656504631042, + 0.04160962998867035 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.47432154417037964 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107780635356903 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107780635356903, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107780635356903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6846753358840942, + 0.04239034280180931, + 0.010984616354107857, + 0.14319078624248505, + 0.006894968915730715, + 0.006061601918190718, + 0.013023311272263527, + 0.012955703772604465, + 0.06912796199321747, + 0.010695388540625572 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.01107780635356903 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up slowly pans across the face of a woman, her features a mask of pure terror amidst a dark and intense horror scene. Her skin is deathly pale, almost translucent, providing a stark canvas for the fiery red hair that cascades across her forehead and cheeks in a tousled, damp mass. The scene is illuminated by a single, harsh overhead light, casting deep, dramatic shadows that sculpt her features and enhance the eerie, claustrophobic atmosphere. Her wide-open eyes, a startlingly clear blue, gaze at an unseen point beyond the camera, reflecting a profound terror. A stream of thick, crimson blood steadily and uncomfortably drips from her right nostril, tracing a path along her philtrum, while another stream of fresh blood flows from the corner of her slightly open mouth, which hangs open as she gasps shallowly and raggedly. Her jaw trembles uncontrollably, and the entire composition relentlessly focuses on her anguished facial expression and the slow, terrifying descent of blood, creating a deeply unsettling and intensely terrifying visual narrative.", + "seed": 15072, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_5/index_2128_seed_15072_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2016616199631244, + "vlm_logprob": -0.2016616199631244, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.2016616199631244, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0041678003035485744 + ], + "opposite_logprob_tokens": [ + -5.8791680335998535 + ], + "logprob_reward": -0.0041678003035485744, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0041678003035485744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12598097324371338, + 0.03527119755744934, + 0.1866132766008377, + 0.10462447255849838, + 0.1086932048201561, + 0.0908355638384819, + 0.23342694342136383, + 0.0478554405272007, + 0.04011101648211479, + 0.02658785879611969 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.0041678003035485744 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743082523345947 + ], + "opposite_logprob_tokens": [ + -0.9743082523345947 + ], + "logprob_reward": -0.4743082523345947, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743082523345947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07266062498092651, + 0.03960874304175377, + 0.017573339864611626, + 0.015176443383097649, + 0.041635554283857346, + 0.02315005101263523, + 0.6293560266494751, + 0.12299426645040512, + 0.02416303940117359, + 0.013681894168257713 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.4743082523345947 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028287656605243683 + ], + "opposite_logprob_tokens": [ + -5.877828598022461 + ], + "logprob_reward": -0.0028287656605243683, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028287656605243683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08702240139245987, + 0.08041322976350784, + 0.12605103850364685, + 0.02919888310134411, + 0.03440523520112038, + 0.0867515355348587, + 0.46639642119407654, + 0.03917809948325157, + 0.02595669776201248, + 0.024626372382044792 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.0028287656605243683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233824253082275 + ], + "opposite_logprob_tokens": [ + -0.8983824253082275 + ], + "logprob_reward": -0.5233824253082275, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233824253082275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09041880816221237, + 0.06931496411561966, + 0.04429995268583298, + 0.0355796180665493, + 0.0415329784154892, + 0.041826874017715454, + 0.5837031006813049, + 0.031080083921551704, + 0.033819664269685745, + 0.02842394821345806 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.5233824253082275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on a woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera pan slowly across the woman's face?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's skin deathly pale and almost translucent with fiery red hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single harsh overhead light casting deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a stream of blood dripping from her right nostril and flowing from the corner of her mouth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036208562087267637 + ], + "opposite_logprob_tokens": [ + -5.628620624542236 + ], + "logprob_reward": -0.0036208562087267637, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036208562087267637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11180288344621658, + 0.08963357657194138, + 0.08673055469989777, + 0.08032579720020294, + 0.05950211361050606, + 0.041483793407678604, + 0.3179570734500885, + 0.11580149084329605, + 0.03331068158149719, + 0.06345207989215851 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.0036208562087267637 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_6/index_tensor([3958, 3958])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_6/index_tensor([3958, 3958])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8c4114301312634fe6cf8129abdf008f0dcd3424 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_6/index_tensor([3958, 3958])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot at eye level, with the camera moving in with an almost imperceptible slowness, captures a composition of exquisite elegance. To the left, a tall, sturdy bottle of smooth, dark glass, its classic shape almost black, rests on a polished, dark wood surface. The bottle's elegant, unpretentious paper label catches the soft light, revealing subtle, shifting reflections on its matte texture. To its right, a clear crystal goblet, half-filled with rich, crimson liquid, emanates a luscious, ruby-like translucency. A warm light source on the right sculpts the scene, creating brilliant highlights along the curve of the glass and casting long, soft shadows across the bottle, artfully creating a striking contrast between the bottle's profound opacity and the glass's vibrant transparency. The background blends into a warm, out-of-focus bokeh, enhancing this simple yet harmonious pairing and immersing the entire image in an atmosphere of quiet refinement and contemplative tranquility.", + "seed": 1158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_6/index_3958_seed_1158_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027488425862975417, + "vlm_logprob": -0.027488425862975417, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.027488425862975417, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07288222014904022 + ], + "opposite_logprob_tokens": [ + -2.9478821754455566 + ], + "logprob_reward": -0.07288222014904022, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.07288222014904022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04759936407208443, + 0.02042430453002453, + 0.01845371723175049, + 0.017376288771629333, + 0.49870866537094116, + 0.05611025169491768, + 0.04518991336226463, + 0.026907792314887047, + 0.20039618015289307, + 0.06883352249860764 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.07288222014904022 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022224506828933954 + ], + "opposite_logprob_tokens": [ + -6.127222537994385 + ], + "logprob_reward": -0.0022224506828933954, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022224506828933954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04629506915807724, + 0.02342885546386242, + 0.04102059081196785, + 0.046271003782749176, + 0.2525867223739624, + 0.22153782844543457, + 0.013264118693768978, + 0.038139402866363525, + 0.26847660541534424, + 0.048979755491018295 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.0022224506828933954 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000925112864933908 + ], + "opposite_logprob_tokens": [ + -7.000925064086914 + ], + "logprob_reward": -0.000925112864933908, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000925112864933908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035079773515462875, + 0.011274497956037521, + 0.009847274981439114, + 0.012132533825933933, + 0.25332367420196533, + 0.05345703661441803, + 0.009244171902537346, + 0.03930651769042015, + 0.5453310608863831, + 0.031003404408693314 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.000925112864933908 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811611980199814 + ], + "opposite_logprob_tokens": [ + -3.288116216659546 + ], + "logprob_reward": -0.03811611980199814, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811611980199814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05189741402864456, + 0.02563243731856346, + 0.0230864230543375, + 0.0229242742061615, + 0.10979953408241272, + 0.04528852924704552, + 0.031040718778967857, + 0.06192893534898758, + 0.31156671047210693, + 0.3168349862098694 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.03811611980199814 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329622581601143 + ], + "opposite_logprob_tokens": [ + -3.7732961177825928 + ], + "logprob_reward": -0.02329622581601143, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329622581601143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.020574938505887985, + 0.011224823072552681, + 0.010970097966492176, + 0.027716994285583496, + 0.4602639973163605, + 0.05876228213310242, + 0.019546443596482277, + 0.024681419134140015, + 0.35192179679870605, + 0.014337214641273022 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.02329622581601143 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot at eye level, with the camera moving in with an almost imperceptible slowness, captures a composition of exquisite elegance. To the left, a tall, sturdy bottle of smooth, dark glass, its classic shape almost black, rests on a polished, dark wood surface. The bottle's elegant, unpretentious paper label catches the soft light, revealing subtle, shifting reflections on its matte texture. To its right, a clear crystal goblet, half-filled with rich, crimson liquid, emanates a luscious, ruby-like translucency. A warm light source on the right sculpts the scene, creating brilliant highlights along the curve of the glass and casting long, soft shadows across the bottle, artfully creating a striking contrast between the bottle's profound opacity and the glass's vibrant transparency. The background blends into a warm, out-of-focus bokeh, enhancing this simple yet harmonious pairing and immersing the entire image in an atmosphere of quiet refinement and contemplative tranquility.", + "seed": 1159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_6/index_3958_seed_1159_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.029910190333612263, + "vlm_logprob": -0.029910190333612263, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.029910190333612263, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09259146451950073 + ], + "opposite_logprob_tokens": [ + -2.7175915241241455 + ], + "logprob_reward": -0.09259146451950073, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.09259146451950073, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1279429793357849, + 0.07951675355434418, + 0.22542782127857208, + 0.046420298516750336, + 0.05300673842430115, + 0.04869724065065384, + 0.15118622779846191, + 0.04940400645136833, + 0.16066104173660278, + 0.05773686245083809 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.09259146451950073 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008683539927005768 + ], + "opposite_logprob_tokens": [ + -4.758683681488037 + ], + "logprob_reward": -0.008683539927005768, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008683539927005768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15605059266090393, + 0.3053942918777466, + 0.11439971625804901, + 0.04350544512271881, + 0.09303361922502518, + 0.0755484402179718, + 0.036286380141973495, + 0.0473736971616745, + 0.04161670431494713, + 0.08679116517305374 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.008683539927005768 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005657264264300466 + ], + "opposite_logprob_tokens": [ + -7.500565528869629 + ], + "logprob_reward": -0.0005657264264300466, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005657264264300466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10536463558673859, + 0.05355079844594002, + 0.09601704031229019, + 0.09677650779485703, + 0.10898330807685852, + 0.051253579556941986, + 0.045185789465904236, + 0.022828586399555206, + 0.041533321142196655, + 0.3785063922405243 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0005657264264300466 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643965046852827 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643965046852827, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643965046852827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15339717268943787, + 0.08681943267583847, + 0.20917066931724548, + 0.3971761167049408, + 0.056330569088459015, + 0.017132770270109177, + 0.014475956559181213, + 0.018329022452235222, + 0.01676802523434162, + 0.03040030598640442 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.004643965046852827 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306625574827194 + ], + "opposite_logprob_tokens": [ + -3.1680662631988525 + ], + "logprob_reward": -0.04306625574827194, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306625574827194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10832354426383972, + 0.13228029012680054, + 0.2079189270734787, + 0.11104738712310791, + 0.07443463057279587, + 0.021953847259283066, + 0.021090589463710785, + 0.054937347769737244, + 0.09361496567726135, + 0.1743984818458557 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.04306625574827194 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot at eye level, with the camera moving in with an almost imperceptible slowness, captures a composition of exquisite elegance. To the left, a tall, sturdy bottle of smooth, dark glass, its classic shape almost black, rests on a polished, dark wood surface. The bottle's elegant, unpretentious paper label catches the soft light, revealing subtle, shifting reflections on its matte texture. To its right, a clear crystal goblet, half-filled with rich, crimson liquid, emanates a luscious, ruby-like translucency. A warm light source on the right sculpts the scene, creating brilliant highlights along the curve of the glass and casting long, soft shadows across the bottle, artfully creating a striking contrast between the bottle's profound opacity and the glass's vibrant transparency. The background blends into a warm, out-of-focus bokeh, enhancing this simple yet harmonious pairing and immersing the entire image in an atmosphere of quiet refinement and contemplative tranquility.", + "seed": 1160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_6/index_3958_seed_1160_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02167986968997866, + "vlm_logprob": -0.02167986968997866, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.02167986968997866, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04232697933912277 + ], + "opposite_logprob_tokens": [ + -3.6673269271850586 + ], + "logprob_reward": -0.04232697933912277, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.04232697933912277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4084431529045105, + 0.12158231437206268, + 0.04037397727370262, + 0.08984332531690598, + 0.04233817756175995, + 0.05964886397123337, + 0.0598585419356823, + 0.05009705200791359, + 0.09913484007120132, + 0.02867976948618889 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.04232697933912277 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028506380040198565 + ], + "opposite_logprob_tokens": [ + -5.877850532531738 + ], + "logprob_reward": -0.0028506380040198565, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028506380040198565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24363741278648376, + 0.1577053964138031, + 0.12371568381786346, + 0.06310757994651794, + 0.07106667757034302, + 0.08675789088010788, + 0.06767960637807846, + 0.09731681644916534, + 0.04654388129711151, + 0.042469125241041183 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0028506380040198565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015212640864774585 + ], + "opposite_logprob_tokens": [ + -6.501521110534668 + ], + "logprob_reward": -0.0015212640864774585, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015212640864774585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.579836905002594, + 0.07805319875478745, + 0.06832429766654968, + 0.03154570981860161, + 0.03443324938416481, + 0.05912099406123161, + 0.03140435367822647, + 0.05856477841734886, + 0.03463398665189743, + 0.024082515388727188 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0015212640864774585 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067444778978824615 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.0067444778978824615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067444778978824615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6492370367050171, + 0.07134385406970978, + 0.02716735191643238, + 0.023146256804466248, + 0.049442533403635025, + 0.024562830105423927, + 0.031475525349378586, + 0.045755784958601, + 0.062630794942379, + 0.015238051302731037 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.0067444778978824615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495598912239075 + ], + "opposite_logprob_tokens": [ + -2.9299559593200684 + ], + "logprob_reward": -0.05495598912239075, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495598912239075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25013336539268494, + 0.19692178070545197, + 0.03832979500293732, + 0.03482227027416229, + 0.07524985820055008, + 0.05421388894319534, + 0.03424917533993721, + 0.14625078439712524, + 0.12711063027381897, + 0.0427185595035553 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.05495598912239075 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot at eye level, with the camera moving in with an almost imperceptible slowness, captures a composition of exquisite elegance. To the left, a tall, sturdy bottle of smooth, dark glass, its classic shape almost black, rests on a polished, dark wood surface. The bottle's elegant, unpretentious paper label catches the soft light, revealing subtle, shifting reflections on its matte texture. To its right, a clear crystal goblet, half-filled with rich, crimson liquid, emanates a luscious, ruby-like translucency. A warm light source on the right sculpts the scene, creating brilliant highlights along the curve of the glass and casting long, soft shadows across the bottle, artfully creating a striking contrast between the bottle's profound opacity and the glass's vibrant transparency. The background blends into a warm, out-of-focus bokeh, enhancing this simple yet harmonious pairing and immersing the entire image in an atmosphere of quiet refinement and contemplative tranquility.", + "seed": 1161, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_6/index_3958_seed_1161_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02381466100923717, + "vlm_logprob": -0.02381466100923717, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.02381466100923717, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04958714172244072 + ], + "opposite_logprob_tokens": [ + -3.4245872497558594 + ], + "logprob_reward": -0.04958714172244072, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04958714172244072, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08076565712690353, + 0.16086970269680023, + 0.08605039119720459, + 0.10408465564250946, + 0.3910471200942993, + 0.023782534524798393, + 0.025999510660767555, + 0.07361404597759247, + 0.03720560297369957, + 0.016580812633037567 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.04958714172244072 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005976662505418062 + ], + "opposite_logprob_tokens": [ + -5.130976676940918 + ], + "logprob_reward": -0.005976662505418062, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005976662505418062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08619783073663712, + 0.050432123243808746, + 0.04954136162996292, + 0.06648068130016327, + 0.6559672355651855, + 0.014016149565577507, + 0.009567915461957455, + 0.020093055441975594, + 0.034420084208250046, + 0.013283546082675457 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.005976662505418062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006411403883248568 + ], + "opposite_logprob_tokens": [ + -7.375641345977783 + ], + "logprob_reward": -0.0006411403883248568, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006411403883248568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06924111396074295, + 0.095524363219738, + 0.07921351492404938, + 0.06988339871168137, + 0.3641665577888489, + 0.053405649960041046, + 0.02648378722369671, + 0.06719277799129486, + 0.1479969024658203, + 0.026891935616731644 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.0006411403883248568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205407351255417 + ], + "opposite_logprob_tokens": [ + -4.264205455780029 + ], + "logprob_reward": -0.014205407351255417, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205407351255417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03347259387373924, + 0.08141173422336578, + 0.23617447912693024, + 0.017804166302084923, + 0.15994815528392792, + 0.029948560521006584, + 0.029996104538440704, + 0.07943455874919891, + 0.2980503439903259, + 0.03375934809446335 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.014205407351255417 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is there a tall, sturdy bottle made of smooth, dark glass (almost black) on the left?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a clear crystal goblet half-filled with rich, crimson liquid on the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a warm, out-of-focus bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move in with an almost imperceptible slowness?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048662953078746796 + ], + "opposite_logprob_tokens": [ + -3.0486629009246826 + ], + "logprob_reward": -0.048662953078746796, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048662953078746796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0743517205119133, + 0.10809670388698578, + 0.10316548496484756, + 0.09704746305942535, + 0.2718181014060974, + 0.026326050981879234, + 0.025493593886494637, + 0.16652202606201172, + 0.07160641252994537, + 0.055572401732206345 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.048662953078746796 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_7/index_tensor([6858, 6858])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_7/index_tensor([6858, 6858])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b828d0732a7b78954cc24db7eefe067ebab03286 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_7/index_tensor([6858, 6858])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "cinematic, low-angle, extreme wide shot begins, the camera tilting upward while simultaneously pulling back, gradually revealing the full, terrifying scale of a massive biomechanical structure silently wriggling in the upper atmosphere. Its form is a nightmarish tapestry reminiscent of H.R. Giger, a seamless fusion of polished obsidian exoskeleton and damp, gleaming sinew, with ribbed skeletal frameworks connecting pulsating organic sacs. The entire surface shimmers as if eternally damp in the distant, cold starlight, contrasting starkly with the faint curvature of the planet below and the absolute blackness of space. The massive entity undulates with a slow, eerie grace, its distinctive, funnel-shaped spouts flaring, steadily and deliberately drawing in swirling clouds of ethereal cosmic particles that glitter like diamond dust. As these particles are absorbed, the intricate network of translucent veins running beneath its black metal shell begins to glow with a sickly, fluctuating turquoise light, visually representing the horrific metamorphosis occurring within. Suddenly, with a convulsive shudder, the building released this trapped energy; violent bursts of jagged white-blue lightning erupted from the spires of its belly and struck downward with terrifying speed upon the unseen world below, illuminating the scene with brilliant, terrible flashes and creating an overwhelming atmosphere of silent cosmic terror.", + "seed": 6952, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_7/index_6858_seed_6952_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.188807959202677, + "vlm_logprob": -0.188807959202677, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.188807959202677, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.828728199005127 + ], + "opposite_logprob_tokens": [ + -0.578728199005127 + ], + "logprob_reward": -0.828728199005127, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.828728199005127, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2559700608253479, + 0.08933068811893463, + 0.1427629590034485, + 0.07649368792772293, + 0.036273255944252014, + 0.033716339617967606, + 0.1598103791475296, + 0.06674345582723618, + 0.05833340436220169, + 0.08056576550006866 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.828728199005127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01110091432929039 + ], + "opposite_logprob_tokens": [ + -4.511100769042969 + ], + "logprob_reward": -0.01110091432929039, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01110091432929039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06424947082996368, + 0.4979574978351593, + 0.08650978654623032, + 0.027862276881933212, + 0.024854160845279694, + 0.078595831990242, + 0.05089160427451134, + 0.05650343373417854, + 0.0708848387002945, + 0.04169106110930443 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.01110091432929039 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900343090295792 + ], + "opposite_logprob_tokens": [ + -2.57900333404541 + ], + "logprob_reward": -0.07900343090295792, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900343090295792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1876739263534546, + 0.16081897914409637, + 0.11123944073915482, + 0.04300624877214432, + 0.029600301757454872, + 0.051552847027778625, + 0.08831130713224411, + 0.15210917592048645, + 0.08492559939622879, + 0.0907621756196022 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.07900343090295792 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637439269572496 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.004637439269572496, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637439269572496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05101878196001053, + 0.7537069320678711, + 0.039127327501773834, + 0.01698325388133526, + 0.010702250525355339, + 0.014380582608282566, + 0.017472481355071068, + 0.02146211825311184, + 0.03645012527704239, + 0.038696177303791046 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004637439269572496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0205698125064373 + ], + "opposite_logprob_tokens": [ + -3.8955698013305664 + ], + "logprob_reward": -0.0205698125064373, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0205698125064373, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.046339038759469986, + 0.3134349584579468, + 0.029157111421227455, + 0.03470327705144882, + 0.02666538767516613, + 0.030874116346240044, + 0.05522829294204712, + 0.0667383223772049, + 0.22692044079303741, + 0.1699390858411789 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.0205698125064373 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle, extreme wide shot begins, the camera tilting upward while simultaneously pulling back, gradually revealing the full, terrifying scale of a massive biomechanical structure silently wriggling in the upper atmosphere. Its form is a nightmarish tapestry reminiscent of H.R. Giger, a seamless fusion of polished obsidian exoskeleton and damp, gleaming sinew, with ribbed skeletal frameworks connecting pulsating organic sacs. The entire surface shimmers as if eternally damp in the distant, cold starlight, contrasting starkly with the faint curvature of the planet below and the absolute blackness of space. The massive entity undulates with a slow, eerie grace, its distinctive, funnel-shaped spouts flaring, steadily and deliberately drawing in swirling clouds of ethereal cosmic particles that glitter like diamond dust. As these particles are absorbed, the intricate network of translucent veins running beneath its black metal shell begins to glow with a sickly, fluctuating turquoise light, visually representing the horrific metamorphosis occurring within. Suddenly, with a convulsive shudder, the building released this trapped energy; violent bursts of jagged white-blue lightning erupted from the spires of its belly and struck downward with terrifying speed upon the unseen world below, illuminating the scene with brilliant, terrible flashes and creating an overwhelming atmosphere of silent cosmic terror.", + "seed": 6953, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_7/index_6858_seed_6953_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.1113620585296303, + "vlm_logprob": -0.1113620585296303, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.1113620585296303, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.390334814786911 + ], + "opposite_logprob_tokens": [ + -1.1403348445892334 + ], + "logprob_reward": -0.390334814786911, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.390334814786911, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38076508045196533, + 0.1167362704873085, + 0.10171514749526978, + 0.042223356664180756, + 0.04921485483646393, + 0.03900386020541191, + 0.045347101986408234, + 0.04857794567942619, + 0.09488954395055771, + 0.08152683079242706 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.390334814786911 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020611969754099846 + ], + "opposite_logprob_tokens": [ + -3.8956120014190674 + ], + "logprob_reward": -0.020611969754099846, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020611969754099846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12969431281089783, + 0.23642976582050323, + 0.03744965419173241, + 0.029091907665133476, + 0.026395142078399658, + 0.07760059833526611, + 0.10042031854391098, + 0.057982828468084335, + 0.1825166791677475, + 0.12241878360509872 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.020611969754099846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032692551612854 + ], + "opposite_logprob_tokens": [ + -2.3503270149230957 + ], + "logprob_reward": -0.10032692551612854, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032692551612854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16490407288074493, + 0.049313485622406006, + 0.012959559448063374, + 0.023057762533426285, + 0.022138500586152077, + 0.03288516402244568, + 0.08049314469099045, + 0.028454583138227463, + 0.0664152204990387, + 0.5193784832954407 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.10032692551612854 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024882566649466753 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024882566649466753, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024882566649466753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22345048189163208, + 0.05331679433584213, + 0.0245620496571064, + 0.04923489689826965, + 0.04471389204263687, + 0.038433682173490524, + 0.02983638271689415, + 0.02887723222374916, + 0.03906713053584099, + 0.46850746870040894 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0024882566649466753 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043048325926065445 + ], + "opposite_logprob_tokens": [ + -3.16804838180542 + ], + "logprob_reward": -0.043048325926065445, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043048325926065445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06099432706832886, + 0.03018311969935894, + 0.018704211339354515, + 0.0162186436355114, + 0.053136229515075684, + 0.023178497329354286, + 0.014760015532374382, + 0.07366208732128143, + 0.08636602014303207, + 0.6227968335151672 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.043048325926065445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle, extreme wide shot begins, the camera tilting upward while simultaneously pulling back, gradually revealing the full, terrifying scale of a massive biomechanical structure silently wriggling in the upper atmosphere. Its form is a nightmarish tapestry reminiscent of H.R. Giger, a seamless fusion of polished obsidian exoskeleton and damp, gleaming sinew, with ribbed skeletal frameworks connecting pulsating organic sacs. The entire surface shimmers as if eternally damp in the distant, cold starlight, contrasting starkly with the faint curvature of the planet below and the absolute blackness of space. The massive entity undulates with a slow, eerie grace, its distinctive, funnel-shaped spouts flaring, steadily and deliberately drawing in swirling clouds of ethereal cosmic particles that glitter like diamond dust. As these particles are absorbed, the intricate network of translucent veins running beneath its black metal shell begins to glow with a sickly, fluctuating turquoise light, visually representing the horrific metamorphosis occurring within. Suddenly, with a convulsive shudder, the building released this trapped energy; violent bursts of jagged white-blue lightning erupted from the spires of its belly and struck downward with terrifying speed upon the unseen world below, illuminating the scene with brilliant, terrible flashes and creating an overwhelming atmosphere of silent cosmic terror.", + "seed": 6954, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_7/index_6858_seed_6954_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.2293477376922965, + "vlm_logprob": -0.2293477376922965, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.2293477376922965, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9788402915000916 + ], + "opposite_logprob_tokens": [ + -0.47884029150009155 + ], + "logprob_reward": -0.9788402915000916, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9788402915000916, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17128390073776245, + 0.15842652320861816, + 0.08076362311840057, + 0.10414271801710129, + 0.04052576795220375, + 0.19363079965114594, + 0.06902443617582321, + 0.06988019496202469, + 0.03559647500514984, + 0.07672557979822159 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.9788402915000916 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014233261346817017 + ], + "opposite_logprob_tokens": [ + -4.264233112335205 + ], + "logprob_reward": -0.014233261346817017, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014233261346817017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027939289808273315, + 0.030332380905747414, + 0.016859853640198708, + 0.025528833270072937, + 0.023104552179574966, + 0.7296121120452881, + 0.033290691673755646, + 0.016895974054932594, + 0.041963350027799606, + 0.05447296053171158 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.014233261346817017 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700591653585434 + ], + "opposite_logprob_tokens": [ + -2.695059061050415 + ], + "logprob_reward": -0.0700591653585434, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700591653585434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06321188062429428, + 0.15461532771587372, + 0.022294823080301285, + 0.11266805231571198, + 0.03352630138397217, + 0.27792492508888245, + 0.1615336388349533, + 0.03510967269539833, + 0.051519688218832016, + 0.08759569376707077 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.0700591653585434 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637676291167736 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637676291167736, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637676291167736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15144842863082886, + 0.12475158274173737, + 0.028224650770425797, + 0.08384575694799423, + 0.04889696091413498, + 0.13566698133945465, + 0.20541073381900787, + 0.03448187932372093, + 0.10411650687456131, + 0.08315650373697281 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.004637676291167736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896829396486282 + ], + "opposite_logprob_tokens": [ + -2.5789682865142822 + ], + "logprob_reward": -0.07896829396486282, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896829396486282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022761043161153793, + 0.05778813362121582, + 0.020871493965387344, + 0.019956249743700027, + 0.024249473586678505, + 0.3746628761291504, + 0.22986260056495667, + 0.06005515158176422, + 0.10381923615932465, + 0.08597373217344284 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.07896829396486282 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "cinematic, low-angle, extreme wide shot begins, the camera tilting upward while simultaneously pulling back, gradually revealing the full, terrifying scale of a massive biomechanical structure silently wriggling in the upper atmosphere. Its form is a nightmarish tapestry reminiscent of H.R. Giger, a seamless fusion of polished obsidian exoskeleton and damp, gleaming sinew, with ribbed skeletal frameworks connecting pulsating organic sacs. The entire surface shimmers as if eternally damp in the distant, cold starlight, contrasting starkly with the faint curvature of the planet below and the absolute blackness of space. The massive entity undulates with a slow, eerie grace, its distinctive, funnel-shaped spouts flaring, steadily and deliberately drawing in swirling clouds of ethereal cosmic particles that glitter like diamond dust. As these particles are absorbed, the intricate network of translucent veins running beneath its black metal shell begins to glow with a sickly, fluctuating turquoise light, visually representing the horrific metamorphosis occurring within. Suddenly, with a convulsive shudder, the building released this trapped energy; violent bursts of jagged white-blue lightning erupted from the spires of its belly and struck downward with terrifying speed upon the unseen world below, illuminating the scene with brilliant, terrible flashes and creating an overwhelming atmosphere of silent cosmic terror.", + "seed": 6955, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_7/index_6858_seed_6955_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.029919157549738885, + "vlm_logprob": -0.029919157549738885, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.029919157549738885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08346690982580185 + ], + "opposite_logprob_tokens": [ + -2.5834670066833496 + ], + "logprob_reward": -0.08346690982580185, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08346690982580185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.011836430057883263, + 0.00595403928309679, + 0.03450663387775421, + 0.005459330976009369, + 0.016441242769360542, + 0.005893482360988855, + 0.003262271173298359, + 0.12867876887321472, + 0.7854216694831848, + 0.002546060597524047 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.08346690982580185 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008663213811814785 + ], + "opposite_logprob_tokens": [ + -4.758663177490234 + ], + "logprob_reward": -0.008663213811814785, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008663213811814785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033540207892656326, + 0.030359208583831787, + 0.02641061134636402, + 0.028559425845742226, + 0.027860766276717186, + 0.026096604764461517, + 0.021600177511572838, + 0.3079274296760559, + 0.46767187118530273, + 0.029973680153489113 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.008663213811814785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038111645728349686 + ], + "opposite_logprob_tokens": [ + -3.288111686706543 + ], + "logprob_reward": -0.038111645728349686, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038111645728349686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016071956604719162, + 0.006025494541972876, + 0.020169297233223915, + 0.029722748324275017, + 0.013786915689706802, + 0.025682542473077774, + 0.02654600702226162, + 0.0762903094291687, + 0.780475378036499, + 0.005229348782449961 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.038111645728349686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011793570592999458 + ], + "opposite_logprob_tokens": [ + -6.751179218292236 + ], + "logprob_reward": -0.0011793570592999458, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011793570592999458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.016245976090431213, + 0.011159545741975307, + 0.019430076703429222, + 0.027509963139891624, + 0.0179721899330616, + 0.035323821008205414, + 0.014272601343691349, + 0.09092754870653152, + 0.7314701080322266, + 0.035688068717718124 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.0011793570592999458 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme wide shot that begins with a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera tilt upward while simultaneously pulling back to reveal a massive biomechanical structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the structure composed of polished obsidian exoskeleton and damp, gleaming sinew with ribbed skeletal frameworks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent veins beneath the black metal shell glow with a sickly, fluctuating turquoise light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do violent bursts of jagged white-blue lightning erupt from the structure's spires and strike downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018174661323428154 + ], + "opposite_logprob_tokens": [ + -4.018174648284912 + ], + "logprob_reward": -0.018174661323428154, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018174661323428154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03875312954187393, + 0.02533145621418953, + 0.056763067841529846, + 0.01274403091520071, + 0.025197118520736694, + 0.02970466949045658, + 0.013904153369367123, + 0.18192389607429504, + 0.44823119044303894, + 0.1674473136663437 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.018174661323428154 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_8/index_tensor([6894, 6894])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_8/index_tensor([6894, 6894])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..415328daeef55f280f56768340a4f71db582f192 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_8/index_tensor([6894, 6894])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, static medium shot immerses the viewer in an animated watercolor world, capturing a tender moment of courtship against a warm, creamy, textured paper background. At the center of the frame stand two anthropomorphic forget-me-not flowers, their delicate, soft green stems atop elegant blossoms. Each flower features a simple, expressive black-dot eye and a subtle pink watercolor blush, delicately blossoming at the base of the petals. The petals themselves are a sky-blue, with the characteristic soft, bleeding edges of the wet-on-wet watercolor technique, making the translucent color appear to radiate an inner, ethereal glow. The flower on the left tentatively begins the movement, its stem slowly bending in a deliberate arc. The second flower responds with shy hesitation, its stem gently bending inward until its blue petals are just a breath away from touching. The entire painting, set against a dark green background and enhanced by the luminous effect of the paint, exudes a profound atmosphere of tenderness, innocence, and romance.", + "seed": 19189, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_8/index_6894_seed_19189_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.056752501986920834, + "vlm_logprob": -0.056752501986920834, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.056752501986920834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18311898410320282 + ], + "opposite_logprob_tokens": [ + -1.8081189393997192 + ], + "logprob_reward": -0.18311898410320282, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18311898410320282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15144082903862, + 0.06566555798053741, + 0.03353496268391609, + 0.06630028039216995, + 0.06423871964216232, + 0.03406510874629021, + 0.15076617896556854, + 0.0636870414018631, + 0.21262428164482117, + 0.1576770544052124 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.18311898410320282 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002837918698787689 + ], + "opposite_logprob_tokens": [ + -5.877838134765625 + ], + "logprob_reward": -0.002837918698787689, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002837918698787689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054831765592098236, + 0.17962904274463654, + 0.039773982018232346, + 0.03204743564128876, + 0.04264556244015694, + 0.03300902247428894, + 0.16014914214611053, + 0.09975912421941757, + 0.2399076670408249, + 0.11824728548526764 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.002837918698787689 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809259459376335 + ], + "opposite_logprob_tokens": [ + -3.288092613220215 + ], + "logprob_reward": -0.03809259459376335, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809259459376335, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04856029152870178, + 0.08724664896726608, + 0.05431166663765907, + 0.05385826900601387, + 0.0504896380007267, + 0.06133078783750534, + 0.18560665845870972, + 0.10101575404405594, + 0.16769717633724213, + 0.18988308310508728 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.03809259459376335 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073562316596508 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073562316596508, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073562316596508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07884719967842102, + 0.11100919544696808, + 0.042604073882102966, + 0.071561299264431, + 0.12431179732084274, + 0.05258668586611748, + 0.17125919461250305, + 0.0886518806219101, + 0.10998667776584625, + 0.1491820216178894 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.011073562316596508 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486394502222538 + ], + "opposite_logprob_tokens": [ + -3.0486395359039307 + ], + "logprob_reward": -0.0486394502222538, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486394502222538, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054918598383665085, + 0.11999230086803436, + 0.024947309866547585, + 0.02183554135262966, + 0.026421573013067245, + 0.005842132959514856, + 0.23551875352859497, + 0.11172407865524292, + 0.3575529456138611, + 0.041246701031923294 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.0486394502222538 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, static medium shot immerses the viewer in an animated watercolor world, capturing a tender moment of courtship against a warm, creamy, textured paper background. At the center of the frame stand two anthropomorphic forget-me-not flowers, their delicate, soft green stems atop elegant blossoms. Each flower features a simple, expressive black-dot eye and a subtle pink watercolor blush, delicately blossoming at the base of the petals. The petals themselves are a sky-blue, with the characteristic soft, bleeding edges of the wet-on-wet watercolor technique, making the translucent color appear to radiate an inner, ethereal glow. The flower on the left tentatively begins the movement, its stem slowly bending in a deliberate arc. The second flower responds with shy hesitation, its stem gently bending inward until its blue petals are just a breath away from touching. The entire painting, set against a dark green background and enhanced by the luminous effect of the paint, exudes a profound atmosphere of tenderness, innocence, and romance.", + "seed": 19190, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_8/index_6894_seed_19190_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18279049266129732, + "vlm_logprob": -0.18279049266129732, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.18279049266129732, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6995820999145508 + ], + "opposite_logprob_tokens": [ + -0.6995820999145508 + ], + "logprob_reward": -0.6995820999145508, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6995820999145508, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.019608236849308014, + 0.009420395828783512, + 0.008563653565943241, + 0.004679031670093536, + 0.005405579227954149, + 0.08813793212175369, + 0.018291708081960678, + 0.003402660833671689, + 0.8358749151229858, + 0.006615904159843922 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.6995820999145508 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005976543761789799 + ], + "opposite_logprob_tokens": [ + -5.130976676940918 + ], + "logprob_reward": -0.005976543761789799, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005976543761789799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03885567933320999, + 0.058477308601140976, + 0.017289137467741966, + 0.012401160784065723, + 0.01121404580771923, + 0.39746662974357605, + 0.01892962120473385, + 0.034748051315546036, + 0.37646612524986267, + 0.034152235835790634 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.005976543761789799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001437246799469 + ], + "opposite_logprob_tokens": [ + -2.695014476776123 + ], + "logprob_reward": -0.07001437246799469, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001437246799469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46526458859443665, + 0.1523890346288681, + 0.02081872522830963, + 0.02947867475450039, + 0.06667829304933548, + 0.05334969982504845, + 0.036637455224990845, + 0.033148378133773804, + 0.06365157663822174, + 0.07858361303806305 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.07001437246799469 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095004856586456 + ], + "opposite_logprob_tokens": [ + -3.288094997406006 + ], + "logprob_reward": -0.038095004856586456, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095004856586456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15634337067604065, + 0.060315199196338654, + 0.014590148814022541, + 0.028458429500460625, + 0.038939353078603745, + 0.06531926989555359, + 0.033892516046762466, + 0.042780857533216476, + 0.4457348883152008, + 0.11362597346305847 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.038095004856586456 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028444230556488 + ], + "opposite_logprob_tokens": [ + -2.3502843379974365 + ], + "logprob_reward": -0.10028444230556488, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028444230556488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.411638468503952, + 0.07111624628305435, + 0.0072391158901154995, + 0.03633167967200279, + 0.032943081110715866, + 0.14088965952396393, + 0.02283090353012085, + 0.010557584464550018, + 0.2507621943950653, + 0.01569107547402382 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.10028444230556488 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, static medium shot immerses the viewer in an animated watercolor world, capturing a tender moment of courtship against a warm, creamy, textured paper background. At the center of the frame stand two anthropomorphic forget-me-not flowers, their delicate, soft green stems atop elegant blossoms. Each flower features a simple, expressive black-dot eye and a subtle pink watercolor blush, delicately blossoming at the base of the petals. The petals themselves are a sky-blue, with the characteristic soft, bleeding edges of the wet-on-wet watercolor technique, making the translucent color appear to radiate an inner, ethereal glow. The flower on the left tentatively begins the movement, its stem slowly bending in a deliberate arc. The second flower responds with shy hesitation, its stem gently bending inward until its blue petals are just a breath away from touching. The entire painting, set against a dark green background and enhanced by the luminous effect of the paint, exudes a profound atmosphere of tenderness, innocence, and romance.", + "seed": 19191, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_8/index_6894_seed_19191_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10575279267504811, + "vlm_logprob": -0.10575279267504811, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.10575279267504811, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4384121000766754 + ], + "opposite_logprob_tokens": [ + -1.063412070274353 + ], + "logprob_reward": -0.4384121000766754, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4384121000766754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1276378184556961, + 0.04943905398249626, + 0.021026955917477608, + 0.023064302280545235, + 0.045968107879161835, + 0.05631555989384651, + 0.29792520403862, + 0.2902759611606598, + 0.025512102991342545, + 0.06283499300479889 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.4384121000766754 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002507163677364588 + ], + "opposite_logprob_tokens": [ + -6.002507209777832 + ], + "logprob_reward": -0.002507163677364588, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002507163677364588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15295512974262238, + 0.0777771845459938, + 0.03707883134484291, + 0.03379499539732933, + 0.027174977585673332, + 0.08142845332622528, + 0.22006213665008545, + 0.21111388504505157, + 0.03499441593885422, + 0.12362001091241837 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.002507163677364588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809569403529167 + ], + "opposite_logprob_tokens": [ + -3.288095712661743 + ], + "logprob_reward": -0.03809569403529167, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809569403529167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03387364000082016, + 0.031370341777801514, + 0.022664427757263184, + 0.03326348215341568, + 0.031083784997463226, + 0.1287999451160431, + 0.10310686379671097, + 0.10294999182224274, + 0.09505067765712738, + 0.41783687472343445 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.03809569403529167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160650834441185 + ], + "opposite_logprob_tokens": [ + -4.1410651206970215 + ], + "logprob_reward": -0.0160650834441185, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160650834441185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03899038955569267, + 0.031042030081152916, + 0.027215447276830673, + 0.030135493725538254, + 0.0813998356461525, + 0.15761779248714447, + 0.15958470106124878, + 0.09510724246501923, + 0.07393462210893631, + 0.30497244000434875 + ], + "top_frames": [ + 9, + 6, + 5 + ], + "selected_reward": -0.0160650834441185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03368392214179039 + ], + "opposite_logprob_tokens": [ + -3.408684015274048 + ], + "logprob_reward": -0.03368392214179039, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03368392214179039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05706774815917015, + 0.031198756769299507, + 0.017898529767990112, + 0.016294831410050392, + 0.04828489199280739, + 0.08139381557703018, + 0.27052196860313416, + 0.13413023948669434, + 0.07534316182136536, + 0.26786601543426514 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.03368392214179039 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, static medium shot immerses the viewer in an animated watercolor world, capturing a tender moment of courtship against a warm, creamy, textured paper background. At the center of the frame stand two anthropomorphic forget-me-not flowers, their delicate, soft green stems atop elegant blossoms. Each flower features a simple, expressive black-dot eye and a subtle pink watercolor blush, delicately blossoming at the base of the petals. The petals themselves are a sky-blue, with the characteristic soft, bleeding edges of the wet-on-wet watercolor technique, making the translucent color appear to radiate an inner, ethereal glow. The flower on the left tentatively begins the movement, its stem slowly bending in a deliberate arc. The second flower responds with shy hesitation, its stem gently bending inward until its blue petals are just a breath away from touching. The entire painting, set against a dark green background and enhanced by the luminous effect of the paint, exudes a profound atmosphere of tenderness, innocence, and romance.", + "seed": 19192, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_8/index_6894_seed_19192_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08862198563292623, + "vlm_logprob": -0.08862198563292623, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.08862198563292623, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23406128585338593 + ], + "opposite_logprob_tokens": [ + -1.6090612411499023 + ], + "logprob_reward": -0.23406128585338593, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.23406128585338593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1863197386264801, + 0.09184052050113678, + 0.16783954203128815, + 0.040514394640922546, + 0.07962475717067719, + 0.0839427188038826, + 0.1489362269639969, + 0.0378536656498909, + 0.02819560281932354, + 0.13493281602859497 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.23406128585338593 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005280001554638147 + ], + "opposite_logprob_tokens": [ + -5.255280017852783 + ], + "logprob_reward": -0.005280001554638147, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005280001554638147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.170474573969841, + 0.16711094975471497, + 0.15767933428287506, + 0.051972828805446625, + 0.06975957751274109, + 0.09147731959819794, + 0.16546346247196198, + 0.05951915681362152, + 0.030180679634213448, + 0.03636215254664421 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.005280001554638147 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270202398300171 + ], + "opposite_logprob_tokens": [ + -2.1270203590393066 + ], + "logprob_reward": -0.1270202398300171, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270202398300171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04871421679854393, + 0.0454510822892189, + 0.4857533276081085, + 0.08403091132640839, + 0.037944864481687546, + 0.13870850205421448, + 0.022352978587150574, + 0.02723449096083641, + 0.023580212146043777, + 0.08622943609952927 + ], + "top_frames": [ + 2, + 5, + 9 + ], + "selected_reward": -0.1270202398300171 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305894672870636 + ], + "opposite_logprob_tokens": [ + -3.1680588722229004 + ], + "logprob_reward": -0.04305894672870636, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305894672870636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.059712160378694534, + 0.06709761172533035, + 0.3869888186454773, + 0.09365741908550262, + 0.037997905164957047, + 0.1996626853942871, + 0.030644387006759644, + 0.021616997197270393, + 0.03496268019080162, + 0.06765934824943542 + ], + "top_frames": [ + 2, + 5, + 3 + ], + "selected_reward": -0.04305894672870636 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the two main subjects anthropomorphic forget-me-not flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Do the flowers have sky-blue petals with soft, bleeding watercolor edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the flower on the left begin moving by bending its stem in a deliberate arc?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the second flower respond by bending its stem inward until the petals are nearly touching?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static and framed as a medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033689454197883606 + ], + "opposite_logprob_tokens": [ + -3.408689498901367 + ], + "logprob_reward": -0.033689454197883606, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033689454197883606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07179158926010132, + 0.06273975223302841, + 0.35513627529144287, + 0.03863319382071495, + 0.0949244499206543, + 0.11210794001817703, + 0.11067160964012146, + 0.057952601462602615, + 0.031442005187273026, + 0.06460059434175491 + ], + "top_frames": [ + 2, + 5, + 6 + ], + "selected_reward": -0.033689454197883606 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_9/index_tensor([6131, 6131])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_9/index_tensor([6131, 6131])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5bfe5ea2443bcc6e64e35076614309aa54b7db7c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_9/index_tensor([6131, 6131])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the cozy style of Ghibli animation, an extreme close-up, held static in the foreground, captures the moment a teardrop-shaped candle flame suddenly swirls into existence. It gracefully spirals upward from a wick in an antique brass holder, which features soft, aged copper paste and a delicate, hand-etched floral pattern. The flame itself is magical; its core radiates a soft, ethereal blue, while a warm golden glow envelops its periphery. As the flame swirls with fluid, balletic grace, it leaves a trail of gentle, glowing pinpoints of light that detach and drift lazily through the air like tiny, flickering fireflies. These particles cast a soft, dancing glow on their surroundings before fading into the soft-focus background of the dimly lit, tranquil room, creating an overall atmosphere of tranquility and captivating warmth.", + "seed": 8972, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_9/index_6131_seed_8972_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11061691083014011, + "vlm_logprob": -0.11061691083014011, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.11061691083014011, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09033581614494324 + ], + "opposite_logprob_tokens": [ + -2.4653358459472656 + ], + "logprob_reward": -0.09033581614494324, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09033581614494324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14291530847549438, + 0.13492649793624878, + 0.05712125450372696, + 0.10423414409160614, + 0.09551557898521423, + 0.12224464118480682, + 0.21512512862682343, + 0.025020839646458626, + 0.07708723843097687, + 0.025809351354837418 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.09033581614494324 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814147785305977 + ], + "opposite_logprob_tokens": [ + -3.2881414890289307 + ], + "logprob_reward": -0.03814147785305977, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814147785305977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02885924093425274, + 0.06768342852592468, + 0.02704966440796852, + 0.01764201559126377, + 0.11419565230607986, + 0.1004650890827179, + 0.5504485964775085, + 0.044738128781318665, + 0.039120059460401535, + 0.009798143059015274 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.03814147785305977 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3490326702594757 + ], + "opposite_logprob_tokens": [ + -1.2240326404571533 + ], + "logprob_reward": -0.3490326702594757, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3490326702594757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08081100136041641, + 0.10555997490882874, + 0.11687662452459335, + 0.1657240092754364, + 0.058009352535009384, + 0.1984996199607849, + 0.13202670216560364, + 0.02669338881969452, + 0.09091278165578842, + 0.024886468425393105 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.3490326702594757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498340725898743 + ], + "opposite_logprob_tokens": [ + -2.929983377456665 + ], + "logprob_reward": -0.05498340725898743, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498340725898743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15154635906219482, + 0.19519108533859253, + 0.2676559090614319, + 0.109247587621212, + 0.05285210907459259, + 0.057292286306619644, + 0.051321398466825485, + 0.04611761495471001, + 0.04165436699986458, + 0.027121253311634064 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.05498340725898743 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059118263423443 + ], + "opposite_logprob_tokens": [ + -3.8955912590026855 + ], + "logprob_reward": -0.02059118263423443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059118263423443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04640627279877663, + 0.07843149453401566, + 0.030305735766887665, + 0.0489870086312294, + 0.041376568377017975, + 0.2367161214351654, + 0.28616032004356384, + 0.16169846057891846, + 0.03826817125082016, + 0.03164985403418541 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.02059118263423443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the cozy style of Ghibli animation, an extreme close-up, held static in the foreground, captures the moment a teardrop-shaped candle flame suddenly swirls into existence. It gracefully spirals upward from a wick in an antique brass holder, which features soft, aged copper paste and a delicate, hand-etched floral pattern. The flame itself is magical; its core radiates a soft, ethereal blue, while a warm golden glow envelops its periphery. As the flame swirls with fluid, balletic grace, it leaves a trail of gentle, glowing pinpoints of light that detach and drift lazily through the air like tiny, flickering fireflies. These particles cast a soft, dancing glow on their surroundings before fading into the soft-focus background of the dimly lit, tranquil room, creating an overall atmosphere of tranquility and captivating warmth.", + "seed": 8973, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_9/index_6131_seed_8973_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13690006956458092, + "vlm_logprob": -0.13690006956458092, + "vlm_yes_no_margin": 2.025, + "vlm_token_credit": -0.13690006956458092, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1163477823138237 + ], + "opposite_logprob_tokens": [ + -2.2413477897644043 + ], + "logprob_reward": -0.1163477823138237, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1163477823138237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25702834129333496, + 0.04202729091048241, + 0.07050181180238724, + 0.04097440466284752, + 0.186542347073555, + 0.03146328032016754, + 0.03611857444047928, + 0.018870146945118904, + 0.24101132154464722, + 0.0754624679684639 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.1163477823138237 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22569537162780762 + ], + "opposite_logprob_tokens": [ + -1.6006953716278076 + ], + "logprob_reward": -0.22569537162780762, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22569537162780762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31005236506462097, + 0.21188455820083618, + 0.19819995760917664, + 0.03507951274514198, + 0.030476778745651245, + 0.04555665701627731, + 0.032559774816036224, + 0.0373479463160038, + 0.023047516122460365, + 0.07579497992992401 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.22569537162780762 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10043270140886307 + ], + "opposite_logprob_tokens": [ + -2.3504326343536377 + ], + "logprob_reward": -0.10043270140886307, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10043270140886307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4897966980934143, + 0.06979247182607651, + 0.12404554337263107, + 0.06497371941804886, + 0.050811126828193665, + 0.02771855518221855, + 0.02273205667734146, + 0.057162802666425705, + 0.07562234997749329, + 0.017344625666737556 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.10043270140886307 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062079768627882004 + ], + "opposite_logprob_tokens": [ + -2.812079668045044 + ], + "logprob_reward": -0.062079768627882004, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062079768627882004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14029137790203094, + 0.12440084666013718, + 0.14955510199069977, + 0.13976259529590607, + 0.038399677723646164, + 0.021543918177485466, + 0.04216181859374046, + 0.037368908524513245, + 0.2273746132850647, + 0.07914119213819504 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.062079768627882004 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799447238445282 + ], + "opposite_logprob_tokens": [ + -1.8049447536468506 + ], + "logprob_reward": -0.1799447238445282, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799447238445282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2920297682285309, + 0.07748714089393616, + 0.2653023600578308, + 0.24511095881462097, + 0.015118831768631935, + 0.012955540791153908, + 0.013409632258117199, + 0.012425828725099564, + 0.0076672229915857315, + 0.058492787182331085 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.1799447238445282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the cozy style of Ghibli animation, an extreme close-up, held static in the foreground, captures the moment a teardrop-shaped candle flame suddenly swirls into existence. It gracefully spirals upward from a wick in an antique brass holder, which features soft, aged copper paste and a delicate, hand-etched floral pattern. The flame itself is magical; its core radiates a soft, ethereal blue, while a warm golden glow envelops its periphery. As the flame swirls with fluid, balletic grace, it leaves a trail of gentle, glowing pinpoints of light that detach and drift lazily through the air like tiny, flickering fireflies. These particles cast a soft, dancing glow on their surroundings before fading into the soft-focus background of the dimly lit, tranquil room, creating an overall atmosphere of tranquility and captivating warmth.", + "seed": 8974, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_9/index_6131_seed_8974_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09027553386986256, + "vlm_logprob": -0.09027553386986256, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.09027553386986256, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10191798210144043 + ], + "opposite_logprob_tokens": [ + -2.3519179821014404 + ], + "logprob_reward": -0.10191798210144043, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10191798210144043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09451060742139816, + 0.06766118109226227, + 0.07926135510206223, + 0.25788068771362305, + 0.13753291964530945, + 0.06040845438838005, + 0.13167868554592133, + 0.049489814788103104, + 0.09547680616378784, + 0.026099521666765213 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.10191798210144043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062089961022138596 + ], + "opposite_logprob_tokens": [ + -2.8120899200439453 + ], + "logprob_reward": -0.062089961022138596, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062089961022138596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12399595975875854, + 0.22443661093711853, + 0.3656960725784302, + 0.04036327451467514, + 0.022985808551311493, + 0.01976686716079712, + 0.025156065821647644, + 0.10737872868776321, + 0.057491548359394073, + 0.01272907480597496 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.062089961022138596 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22595104575157166 + ], + "opposite_logprob_tokens": [ + -1.600951075553894 + ], + "logprob_reward": -0.22595104575157166, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22595104575157166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10585103929042816, + 0.13301748037338257, + 0.21489837765693665, + 0.16593071818351746, + 0.10688138008117676, + 0.04319121316075325, + 0.04089020565152168, + 0.12217076867818832, + 0.037232521921396255, + 0.02993633598089218 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.22595104575157166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381210558116436 + ], + "opposite_logprob_tokens": [ + -3.288120985031128 + ], + "logprob_reward": -0.0381210558116436, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381210558116436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14888158440589905, + 0.20765794813632965, + 0.13946764171123505, + 0.07692763209342957, + 0.08604426681995392, + 0.03830850124359131, + 0.046423450112342834, + 0.11213342845439911, + 0.1068282350897789, + 0.037327323108911514 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0381210558116436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0232976246625185 + ], + "opposite_logprob_tokens": [ + -3.7732975482940674 + ], + "logprob_reward": -0.0232976246625185, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0232976246625185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.039167676120996475, + 0.04839123412966728, + 0.43515872955322266, + 0.1132759377360344, + 0.09920895099639893, + 0.0393185168504715, + 0.08199669420719147, + 0.040733467787504196, + 0.09105036407709122, + 0.011698381043970585 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.0232976246625185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the cozy style of Ghibli animation, an extreme close-up, held static in the foreground, captures the moment a teardrop-shaped candle flame suddenly swirls into existence. It gracefully spirals upward from a wick in an antique brass holder, which features soft, aged copper paste and a delicate, hand-etched floral pattern. The flame itself is magical; its core radiates a soft, ethereal blue, while a warm golden glow envelops its periphery. As the flame swirls with fluid, balletic grace, it leaves a trail of gentle, glowing pinpoints of light that detach and drift lazily through the air like tiny, flickering fireflies. These particles cast a soft, dancing glow on their surroundings before fading into the soft-focus background of the dimly lit, tranquil room, creating an overall atmosphere of tranquility and captivating warmth.", + "seed": 8975, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000073/group_9/index_6131_seed_8975_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.28638252317905427, + "vlm_logprob": -0.28638252317905427, + "vlm_yes_no_margin": 1.225, + "vlm_token_credit": -0.28638252317905427, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25480979681015015 + ], + "opposite_logprob_tokens": [ + -1.504809856414795 + ], + "logprob_reward": -0.25480979681015015, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25480979681015015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1570967435836792, + 0.23611806333065033, + 0.03711698576807976, + 0.21347576379776, + 0.10854128003120422, + 0.05324298143386841, + 0.0436110720038414, + 0.032183822244405746, + 0.05578386411070824, + 0.0628294125199318 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.25480979681015015 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38718220591545105 + ], + "opposite_logprob_tokens": [ + -1.1371822357177734 + ], + "logprob_reward": -0.38718220591545105, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38718220591545105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11632511764764786, + 0.11200467497110367, + 0.0531606450676918, + 0.18003323674201965, + 0.30931201577186584, + 0.03494429215788841, + 0.03798176348209381, + 0.048028916120529175, + 0.07334765046834946, + 0.0348617359995842 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.38718220591545105 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3873157501220703 + ], + "opposite_logprob_tokens": [ + -1.1373157501220703 + ], + "logprob_reward": -0.3873157501220703, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3873157501220703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10770953446626663, + 0.07331649959087372, + 0.12663762271404266, + 0.061796218156814575, + 0.1989894062280655, + 0.053614165633916855, + 0.040018972009420395, + 0.14046409726142883, + 0.08668089658021927, + 0.11077257990837097 + ], + "top_frames": [ + 4, + 7, + 2 + ], + "selected_reward": -0.3873157501220703 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908145129680634 + ], + "opposite_logprob_tokens": [ + -2.4640815258026123 + ], + "logprob_reward": -0.08908145129680634, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908145129680634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08152888715267181, + 0.1275130659341812, + 0.18932896852493286, + 0.1386679708957672, + 0.16816189885139465, + 0.08914642781019211, + 0.04103894159197807, + 0.042031437158584595, + 0.04413782060146332, + 0.07844456285238266 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.08908145129680634 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a teardrop-shaped candle flame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the candle flame swirling into existence and spiraling upward from a wick?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the candle held in an antique brass holder with soft aged copper paste and a hand-etched floral pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the flame have a soft ethereal blue core with a warm golden glow on its periphery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do glowing pinpoints of light detach from the flame and drift like fireflies in a dimly lit, tranquil room?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31352341175079346 + ], + "opposite_logprob_tokens": [ + -1.3135234117507935 + ], + "logprob_reward": -0.31352341175079346, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31352341175079346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058301761746406555, + 0.06824273616075516, + 0.1663888394832611, + 0.22890134155750275, + 0.25677624344825745, + 0.0614805594086647, + 0.024749554693698883, + 0.04334437474608421, + 0.04769895225763321, + 0.044115714728832245 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.31352341175079346 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_0/index_tensor([2237, 2237])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_0/index_tensor([2237, 2237])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5155654a2a8cce46273081d69592d854f3856bf3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_0/index_tensor([2237, 2237])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the bright, animated style of Studio Ghibli, a low-angle, wide-angle camera sweeps slowly and majestically upward, capturing the facade of a massive, ornate stone building, suffused with the night sky. Reminiscent of a grand, old-world opera house, with its intricate cornices and tall, arched windows, the structure serves as a living canvas for magical light projections. Fantasy creatures composed of pure, ethereal light gracefully swim across the stone surface; vast, translucent whale-like creatures drift with serene purpose, while schools of shimmering, fish-like spirits dart and weave around pillars and ledges. Their bioluminescent forms glow in a palette of soft cyan, gentle fuchsia, and warm gold, casting a dynamic, ever-shifting light downward. Below, on the cobblestone square, a crowd of onlookers gathers, their gazes collectively upward. The upturned faces of children, parents, and elders, painted in moving, magical colors, their eyes wide and mouths slightly open, filled with shared, silent awe. The entire scene is steeped in an utterly enchanting and welcoming atmosphere, the cool indigo night sky warmed by the spectacle, illuminating a moment of pure, shared wonder.", + "seed": 22609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_0/index_2237_seed_22609_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08554701283574104, + "vlm_logprob": -0.08554701283574104, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.08554701283574104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3514866828918457 + ], + "opposite_logprob_tokens": [ + -1.2264866828918457 + ], + "logprob_reward": -0.3514866828918457, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3514866828918457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16056932508945465, + 0.12527139484882355, + 0.10874669253826141, + 0.048976026475429535, + 0.1688104122877121, + 0.04902641102671623, + 0.07528910040855408, + 0.1279185265302658, + 0.05310531705617905, + 0.0822867825627327 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.3514866828918457 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029821347445249557 + ], + "opposite_logprob_tokens": [ + -3.5298213958740234 + ], + "logprob_reward": -0.029821347445249557, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029821347445249557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12925195693969727, + 0.09003432840108871, + 0.09451060742139816, + 0.053088460117578506, + 0.2465108036994934, + 0.13928444683551788, + 0.06878900527954102, + 0.08339233696460724, + 0.03968837112188339, + 0.05544967204332352 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.029821347445249557 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979037955403328 + ], + "opposite_logprob_tokens": [ + -4.634790420532227 + ], + "logprob_reward": -0.00979037955403328, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979037955403328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16396044194698334, + 0.12540385127067566, + 0.1070878803730011, + 0.06871160119771957, + 0.13042739033699036, + 0.07517030835151672, + 0.07116614282131195, + 0.14312076568603516, + 0.06145161762833595, + 0.05350001901388168 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.00979037955403328 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606719382107258 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.01606719382107258, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606719382107258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1407357156276703, + 0.19431322813034058, + 0.0954081118106842, + 0.07052911072969437, + 0.14693400263786316, + 0.05718477442860603, + 0.08650439232587814, + 0.04242752492427826, + 0.09452398866415024, + 0.07143919914960861 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.01606719382107258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020569460466504097 + ], + "opposite_logprob_tokens": [ + -3.8955695629119873 + ], + "logprob_reward": -0.020569460466504097, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020569460466504097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10328790545463562, + 0.08036117255687714, + 0.07941879332065582, + 0.03813536465167999, + 0.10824707895517349, + 0.06935371458530426, + 0.05440598353743553, + 0.3942703902721405, + 0.03218378871679306, + 0.040335770696401596 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.020569460466504097 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the bright, animated style of Studio Ghibli, a low-angle, wide-angle camera sweeps slowly and majestically upward, capturing the facade of a massive, ornate stone building, suffused with the night sky. Reminiscent of a grand, old-world opera house, with its intricate cornices and tall, arched windows, the structure serves as a living canvas for magical light projections. Fantasy creatures composed of pure, ethereal light gracefully swim across the stone surface; vast, translucent whale-like creatures drift with serene purpose, while schools of shimmering, fish-like spirits dart and weave around pillars and ledges. Their bioluminescent forms glow in a palette of soft cyan, gentle fuchsia, and warm gold, casting a dynamic, ever-shifting light downward. Below, on the cobblestone square, a crowd of onlookers gathers, their gazes collectively upward. The upturned faces of children, parents, and elders, painted in moving, magical colors, their eyes wide and mouths slightly open, filled with shared, silent awe. The entire scene is steeped in an utterly enchanting and welcoming atmosphere, the cool indigo night sky warmed by the spectacle, illuminating a moment of pure, shared wonder.", + "seed": 22610, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_0/index_2237_seed_22610_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.20250984653830528, + "vlm_logprob": -0.20250984653830528, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.20250984653830528, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7596304416656494 + ], + "opposite_logprob_tokens": [ + -0.6346304416656494 + ], + "logprob_reward": -0.7596304416656494, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7596304416656494, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2618582546710968, + 0.03529920056462288, + 0.02853105217218399, + 0.03980351611971855, + 0.15189476311206818, + 0.058621469885110855, + 0.07601162046194077, + 0.03840244188904762, + 0.20058126747608185, + 0.10899637639522552 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.7596304416656494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038161516189575 + ], + "opposite_logprob_tokens": [ + -1.910381555557251 + ], + "logprob_reward": -0.16038161516189575, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038161516189575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28844988346099854, + 0.07538671791553497, + 0.061399608850479126, + 0.05013667792081833, + 0.0708969235420227, + 0.11874862760305405, + 0.04914308339357376, + 0.04259142652153969, + 0.16517506539821625, + 0.07807202637195587 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.16038161516189575 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594803616404533 + ], + "opposite_logprob_tokens": [ + -3.895594835281372 + ], + "logprob_reward": -0.020594803616404533, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594803616404533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34392356872558594, + 0.04462301358580589, + 0.07419498264789581, + 0.03127000480890274, + 0.058835357427597046, + 0.07984334230422974, + 0.06495746225118637, + 0.022664526477456093, + 0.12036854028701782, + 0.15931916236877441 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.020594803616404533 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291567340493202 + ], + "opposite_logprob_tokens": [ + -3.77329158782959 + ], + "logprob_reward": -0.023291567340493202, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291567340493202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20697839558124542, + 0.06307962536811829, + 0.066176638007164, + 0.05927237868309021, + 0.06150418147444725, + 0.09494093805551529, + 0.06225965917110443, + 0.06635937839746475, + 0.1486935168504715, + 0.17073528468608856 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.023291567340493202 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865080490708351 + ], + "opposite_logprob_tokens": [ + -3.0486507415771484 + ], + "logprob_reward": -0.04865080490708351, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865080490708351, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3050588071346283, + 0.05487508699297905, + 0.05059560015797615, + 0.036427754908800125, + 0.17188550531864166, + 0.15396586060523987, + 0.0417340025305748, + 0.02934260293841362, + 0.07262738049030304, + 0.08348745852708817 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.04865080490708351 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the bright, animated style of Studio Ghibli, a low-angle, wide-angle camera sweeps slowly and majestically upward, capturing the facade of a massive, ornate stone building, suffused with the night sky. Reminiscent of a grand, old-world opera house, with its intricate cornices and tall, arched windows, the structure serves as a living canvas for magical light projections. Fantasy creatures composed of pure, ethereal light gracefully swim across the stone surface; vast, translucent whale-like creatures drift with serene purpose, while schools of shimmering, fish-like spirits dart and weave around pillars and ledges. Their bioluminescent forms glow in a palette of soft cyan, gentle fuchsia, and warm gold, casting a dynamic, ever-shifting light downward. Below, on the cobblestone square, a crowd of onlookers gathers, their gazes collectively upward. The upturned faces of children, parents, and elders, painted in moving, magical colors, their eyes wide and mouths slightly open, filled with shared, silent awe. The entire scene is steeped in an utterly enchanting and welcoming atmosphere, the cool indigo night sky warmed by the spectacle, illuminating a moment of pure, shared wonder.", + "seed": 22611, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_0/index_2237_seed_22611_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03248849082738161, + "vlm_logprob": -0.03248849082738161, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.03248849082738161, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07168719917535782 + ], + "opposite_logprob_tokens": [ + -2.6966872215270996 + ], + "logprob_reward": -0.07168719917535782, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07168719917535782, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15171736478805542, + 0.5626214742660522, + 0.03706044703722, + 0.04173612967133522, + 0.040206003934144974, + 0.031171714887022972, + 0.04811031371355057, + 0.025838414207100868, + 0.023830104619264603, + 0.037708036601543427 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.07168719917535782 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497663840651512 + ], + "opposite_logprob_tokens": [ + -2.92997670173645 + ], + "logprob_reward": -0.05497663840651512, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497663840651512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27533406019210815, + 0.1551600992679596, + 0.12276450544595718, + 0.06850165128707886, + 0.042347345501184464, + 0.05331772193312645, + 0.05506173521280289, + 0.0769352912902832, + 0.06179356575012207, + 0.08878405392169952 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.05497663840651512 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645840920507908 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645840920507908, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645840920507908, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09810642153024673, + 0.4745579957962036, + 0.041712965816259384, + 0.0651843324303627, + 0.04842408001422882, + 0.061143193393945694, + 0.06205824017524719, + 0.0735558271408081, + 0.04702499881386757, + 0.028231849893927574 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.008645840920507908 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072501540184021 + ], + "opposite_logprob_tokens": [ + -4.511072635650635 + ], + "logprob_reward": -0.011072501540184021, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072501540184021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10281262546777725, + 0.5351024270057678, + 0.032927852123975754, + 0.054590046405792236, + 0.06614769995212555, + 0.06663896888494492, + 0.04139385744929314, + 0.05408058315515518, + 0.029118169099092484, + 0.017187725752592087 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.011072501540184021 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060274094343185 + ], + "opposite_logprob_tokens": [ + -4.1410603523254395 + ], + "logprob_reward": -0.016060274094343185, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060274094343185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24522869288921356, + 0.21258102357387543, + 0.08308568596839905, + 0.0427844300866127, + 0.0418664775788784, + 0.049990300089120865, + 0.05484921112656593, + 0.13937868177890778, + 0.08601740002632141, + 0.0442180335521698 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.016060274094343185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the bright, animated style of Studio Ghibli, a low-angle, wide-angle camera sweeps slowly and majestically upward, capturing the facade of a massive, ornate stone building, suffused with the night sky. Reminiscent of a grand, old-world opera house, with its intricate cornices and tall, arched windows, the structure serves as a living canvas for magical light projections. Fantasy creatures composed of pure, ethereal light gracefully swim across the stone surface; vast, translucent whale-like creatures drift with serene purpose, while schools of shimmering, fish-like spirits dart and weave around pillars and ledges. Their bioluminescent forms glow in a palette of soft cyan, gentle fuchsia, and warm gold, casting a dynamic, ever-shifting light downward. Below, on the cobblestone square, a crowd of onlookers gathers, their gazes collectively upward. The upturned faces of children, parents, and elders, painted in moving, magical colors, their eyes wide and mouths slightly open, filled with shared, silent awe. The entire scene is steeped in an utterly enchanting and welcoming atmosphere, the cool indigo night sky warmed by the spectacle, illuminating a moment of pure, shared wonder.", + "seed": 22612, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_0/index_2237_seed_22612_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04075209051370621, + "vlm_logprob": -0.04075209051370621, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.04075209051370621, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11733778566122055 + ], + "opposite_logprob_tokens": [ + -2.242337703704834 + ], + "logprob_reward": -0.11733778566122055, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11733778566122055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19811759889125824, + 0.2388276755809784, + 0.09772321581840515, + 0.05167798697948456, + 0.039593230932950974, + 0.04561595991253853, + 0.04866131395101547, + 0.21079964935779572, + 0.022029569372534752, + 0.04695383086800575 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.11733778566122055 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038128629326820374 + ], + "opposite_logprob_tokens": [ + -3.288128614425659 + ], + "logprob_reward": -0.038128629326820374, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038128629326820374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2760220468044281, + 0.08152082562446594, + 0.0701286792755127, + 0.09892892837524414, + 0.12929673492908478, + 0.08684715628623962, + 0.05725433677434921, + 0.12328411638736725, + 0.018252134323120117, + 0.058465033769607544 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.038128629326820374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012549715116620064 + ], + "opposite_logprob_tokens": [ + -4.387549877166748 + ], + "logprob_reward": -0.012549715116620064, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012549715116620064, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20305576920509338, + 0.1603945642709732, + 0.06622788310050964, + 0.10346101969480515, + 0.033230699598789215, + 0.06675763428211212, + 0.04137960821390152, + 0.16720442473888397, + 0.05889744684100151, + 0.0993909165263176 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.012549715116620064 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952132865786552 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952132865786552, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952132865786552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24052239954471588, + 0.12645339965820312, + 0.08534516394138336, + 0.11437009274959564, + 0.08969146758317947, + 0.031100621446967125, + 0.0334036648273468, + 0.17810487747192383, + 0.03240856155753136, + 0.06859974563121796 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.005952132865786552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with the bright, animated style of Studio Ghibli?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera positioned at a low angle and sweeping slowly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are fantasy creatures composed of pure, ethereal light (including whale-like and fish-like spirits) visible on the building facade?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the light projections glow in a palette of soft cyan, gentle fuchsia, and warm gold?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a crowd of onlookers gathered on a cobblestone square below, looking upward with expressions of awe?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792189598083496 + ], + "opposite_logprob_tokens": [ + -3.529792308807373 + ], + "logprob_reward": -0.029792189598083496, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792189598083496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13527438044548035, + 0.09037148952484131, + 0.10335128009319305, + 0.03030984289944172, + 0.056357257068157196, + 0.05965758115053177, + 0.1150704026222229, + 0.2236948162317276, + 0.10587489604949951, + 0.08003803342580795 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.029792189598083496 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_1/index_tensor([689, 689])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_1/index_tensor([689, 689])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e3c4ab349534024fadba9b53ee19283c13c6cd2e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_1/index_tensor([689, 689])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up, positioned at a slightly low angle, captures a perfectly sculpted blob of bright white cream rendered in surreal detail, its surface marked by subtle, swirling ridges left by the piping nozzle. Resting on a dark, non-reflective surface, the cream is dramatically illuminated by a single, directional light source, which triggers an intricate dance of light and shadow across its form. Sharp, shimmering highlights trace the edges of its peaks, while deep, soft shadows pool at its base, emphasizing its lustrous texture. As the blob begins to slowly and inexorably expand, the once-sharp ridges soften and collapse, and the entire structure gradually collapses, its base steadily expanding outward into a smooth, viscous pool. The camera maintains sharp focus, revealing every subtle change in texture as it morphs, creating an enchanting and tranquil atmosphere that captures the beauty of the moment.", + "seed": 8181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_1/index_689_seed_8181_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05458322986960411, + "vlm_logprob": -0.05458322986960411, + "vlm_yes_no_margin": 3.249999976158142, + "vlm_token_credit": -0.05458322986960411, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06371580064296722 + ], + "opposite_logprob_tokens": [ + -2.813715696334839 + ], + "logprob_reward": -0.06371580064296722, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06371580064296722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0986107885837555, + 0.053808532655239105, + 0.2980343699455261, + 0.20703239738941193, + 0.07444511353969574, + 0.029153702780604362, + 0.10805607587099075, + 0.0597614161670208, + 0.039194732904434204, + 0.03190292790532112 + ], + "top_frames": [ + 2, + 3, + 6 + ], + "selected_reward": -0.06371580064296722 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707839906215668 + ], + "opposite_logprob_tokens": [ + -2.1270782947540283 + ], + "logprob_reward": -0.12707839906215668, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12707839906215668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07932484149932861, + 0.08332784473896027, + 0.31385305523872375, + 0.04484418407082558, + 0.044372644275426865, + 0.13030055165290833, + 0.017714090645313263, + 0.05180737003684044, + 0.03387092426419258, + 0.2005845308303833 + ], + "top_frames": [ + 2, + 9, + 5 + ], + "selected_reward": -0.12707839906215668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016081036999821663 + ], + "opposite_logprob_tokens": [ + -4.141080856323242 + ], + "logprob_reward": -0.016081036999821663, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016081036999821663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20999303460121155, + 0.10924947261810303, + 0.15653471648693085, + 0.07469770312309265, + 0.06095610558986664, + 0.03510718420147896, + 0.036197904497385025, + 0.07254000008106232, + 0.1091960147023201, + 0.1355278491973877 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.016081036999821663 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054965581744909286 + ], + "opposite_logprob_tokens": [ + -2.9299654960632324 + ], + "logprob_reward": -0.054965581744909286, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054965581744909286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1343664675951004, + 0.13861963152885437, + 0.16421937942504883, + 0.21550288796424866, + 0.10660246759653091, + 0.028824428096413612, + 0.07886695116758347, + 0.021397823467850685, + 0.054840222001075745, + 0.05675967037677765 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.054965581744909286 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075330898165703 + ], + "opposite_logprob_tokens": [ + -4.511075496673584 + ], + "logprob_reward": -0.011075330898165703, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075330898165703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14722299575805664, + 0.09445656090974808, + 0.22267059981822968, + 0.07909409701824188, + 0.06889945268630981, + 0.05544405058026314, + 0.10955404490232468, + 0.05936302989721298, + 0.045875731855630875, + 0.11741948872804642 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.011075330898165703 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up, positioned at a slightly low angle, captures a perfectly sculpted blob of bright white cream rendered in surreal detail, its surface marked by subtle, swirling ridges left by the piping nozzle. Resting on a dark, non-reflective surface, the cream is dramatically illuminated by a single, directional light source, which triggers an intricate dance of light and shadow across its form. Sharp, shimmering highlights trace the edges of its peaks, while deep, soft shadows pool at its base, emphasizing its lustrous texture. As the blob begins to slowly and inexorably expand, the once-sharp ridges soften and collapse, and the entire structure gradually collapses, its base steadily expanding outward into a smooth, viscous pool. The camera maintains sharp focus, revealing every subtle change in texture as it morphs, creating an enchanting and tranquil atmosphere that captures the beauty of the moment.", + "seed": 8182, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_1/index_689_seed_8182_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18684978317469358, + "vlm_logprob": -0.18684978317469358, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.18684978317469358, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3152023255825043 + ], + "opposite_logprob_tokens": [ + -1.3152023553848267 + ], + "logprob_reward": -0.3152023255825043, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3152023255825043, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13564945757389069, + 0.16566935181617737, + 0.05534515529870987, + 0.0553898848593235, + 0.04833252727985382, + 0.10824166983366013, + 0.10237272083759308, + 0.05140729621052742, + 0.1579003483057022, + 0.1196916326880455 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.3152023255825043 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47437286376953125 + ], + "opposite_logprob_tokens": [ + -0.9743728637695312 + ], + "logprob_reward": -0.47437286376953125, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47437286376953125, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10771265625953674, + 0.06462084501981735, + 0.021524330601096153, + 0.046832405030727386, + 0.059176769107580185, + 0.07319579273462296, + 0.07077070325613022, + 0.10756256431341171, + 0.36938950419425964, + 0.0792144387960434 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.47437286376953125 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207326799631119 + ], + "opposite_logprob_tokens": [ + -2.812073230743408 + ], + "logprob_reward": -0.06207326799631119, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207326799631119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07239414751529694, + 0.09665840864181519, + 0.045261140912771225, + 0.05880417302250862, + 0.20979644358158112, + 0.06052182614803314, + 0.16201448440551758, + 0.11037684977054596, + 0.14076995849609375, + 0.04340256378054619 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.06207326799631119 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005815953016281 + ], + "opposite_logprob_tokens": [ + -2.6950581073760986 + ], + "logprob_reward": -0.07005815953016281, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005815953016281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06522021442651749, + 0.11267391592264175, + 0.05288255587220192, + 0.0712541863322258, + 0.04210334271192551, + 0.044975459575653076, + 0.04804016277194023, + 0.04316239431500435, + 0.4414462447166443, + 0.0782414898276329 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.07005815953016281 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0125422989949584 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.0125422989949584, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0125422989949584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10825543850660324, + 0.16740833222866058, + 0.06044662743806839, + 0.08012140542268753, + 0.09141921252012253, + 0.16147933900356293, + 0.09864867478609085, + 0.04731665179133415, + 0.11753644794225693, + 0.06736790388822556 + ], + "top_frames": [ + 1, + 5, + 8 + ], + "selected_reward": -0.0125422989949584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up, positioned at a slightly low angle, captures a perfectly sculpted blob of bright white cream rendered in surreal detail, its surface marked by subtle, swirling ridges left by the piping nozzle. Resting on a dark, non-reflective surface, the cream is dramatically illuminated by a single, directional light source, which triggers an intricate dance of light and shadow across its form. Sharp, shimmering highlights trace the edges of its peaks, while deep, soft shadows pool at its base, emphasizing its lustrous texture. As the blob begins to slowly and inexorably expand, the once-sharp ridges soften and collapse, and the entire structure gradually collapses, its base steadily expanding outward into a smooth, viscous pool. The camera maintains sharp focus, revealing every subtle change in texture as it morphs, creating an enchanting and tranquil atmosphere that captures the beauty of the moment.", + "seed": 8183, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_1/index_689_seed_8183_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06667208448052406, + "vlm_logprob": -0.06667208448052406, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.06667208448052406, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0651627779006958 + ], + "opposite_logprob_tokens": [ + -2.8151626586914062 + ], + "logprob_reward": -0.0651627779006958, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0651627779006958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1703360378742218, + 0.11279256641864777, + 0.23383446037769318, + 0.13360615074634552, + 0.06663405895233154, + 0.028591366484761238, + 0.06016801297664642, + 0.09258017688989639, + 0.049819547683000565, + 0.05163760855793953 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.0651627779006958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905778080224991 + ], + "opposite_logprob_tokens": [ + -2.464057683944702 + ], + "logprob_reward": -0.08905778080224991, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905778080224991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07815281301736832, + 0.07926676422357559, + 0.15815962851047516, + 0.1849978268146515, + 0.26518669724464417, + 0.1489008069038391, + 0.04148169979453087, + 0.018858544528484344, + 0.01443764939904213, + 0.010557613335549831 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.08905778080224991 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900123298168182 + ], + "opposite_logprob_tokens": [ + -2.5790011882781982 + ], + "logprob_reward": -0.07900123298168182, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900123298168182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14652442932128906, + 0.13292159140110016, + 0.18198907375335693, + 0.11095300316810608, + 0.034627895802259445, + 0.09465440362691879, + 0.05888180062174797, + 0.04440147429704666, + 0.10659176111221313, + 0.08845455944538116 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.07900123298168182 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906247466802597 + ], + "opposite_logprob_tokens": [ + -2.464062452316284 + ], + "logprob_reward": -0.08906247466802597, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906247466802597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10457362979650497, + 0.05308636277914047, + 0.24032939970493317, + 0.21244236826896667, + 0.12385711073875427, + 0.04641927033662796, + 0.06336629390716553, + 0.08257410675287247, + 0.03362848982214928, + 0.03972294181585312 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.08906247466802597 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011076156049966812 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.011076156049966812, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011076156049966812, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16416838765144348, + 0.08469133079051971, + 0.20883969962596893, + 0.09700611233711243, + 0.06029271334409714, + 0.11093966662883759, + 0.0355844609439373, + 0.05724620819091797, + 0.048454247415065765, + 0.13277718424797058 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.011076156049966812 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up, positioned at a slightly low angle, captures a perfectly sculpted blob of bright white cream rendered in surreal detail, its surface marked by subtle, swirling ridges left by the piping nozzle. Resting on a dark, non-reflective surface, the cream is dramatically illuminated by a single, directional light source, which triggers an intricate dance of light and shadow across its form. Sharp, shimmering highlights trace the edges of its peaks, while deep, soft shadows pool at its base, emphasizing its lustrous texture. As the blob begins to slowly and inexorably expand, the once-sharp ridges soften and collapse, and the entire structure gradually collapses, its base steadily expanding outward into a smooth, viscous pool. The camera maintains sharp focus, revealing every subtle change in texture as it morphs, creating an enchanting and tranquil atmosphere that captures the beauty of the moment.", + "seed": 8184, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_1/index_689_seed_8184_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04647430758923292, + "vlm_logprob": -0.04647430758923292, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.04647430758923292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11434145271778107 + ], + "opposite_logprob_tokens": [ + -2.2393414974212646 + ], + "logprob_reward": -0.11434145271778107, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11434145271778107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1221909299492836, + 0.23341740667819977, + 0.14641204476356506, + 0.2675376236438751, + 0.048397958278656006, + 0.03741583973169327, + 0.055068861693143845, + 0.03741251304745674, + 0.03274581581354141, + 0.01940097101032734 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.11434145271778107 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003103941679001 + ], + "opposite_logprob_tokens": [ + -2.695030927658081 + ], + "logprob_reward": -0.07003103941679001, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003103941679001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17834718525409698, + 0.2549183964729309, + 0.06270948797464371, + 0.10105946660041809, + 0.05584960803389549, + 0.17201268672943115, + 0.04257895052433014, + 0.033318523317575455, + 0.023799806833267212, + 0.07540588825941086 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.07003103941679001 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641940541565418 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641940541565418, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641940541565418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14125493168830872, + 0.19981485605239868, + 0.09013867378234863, + 0.13766084611415863, + 0.06712967157363892, + 0.09710704535245895, + 0.047067902982234955, + 0.056694768369197845, + 0.05960632115602493, + 0.10352500528097153 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.008641940541565418 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023293547332286835 + ], + "opposite_logprob_tokens": [ + -3.7732934951782227 + ], + "logprob_reward": -0.023293547332286835, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023293547332286835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18855080008506775, + 0.11742311716079712, + 0.06042621284723282, + 0.10008734464645386, + 0.04810158163309097, + 0.15565702319145203, + 0.10300590842962265, + 0.05119739845395088, + 0.06361784785985947, + 0.11193279922008514 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.023293547332286835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly sculpted blob of bright white cream?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cream resting on a dark, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the cream slowly expand and collapse into a smooth, viscous pool?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene illuminated by a single, directional light source creating sharp highlights and deep shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera positioned at a slightly low angle in a static, extreme close-up shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606355793774128 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.01606355793774128, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606355793774128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16906259953975677, + 0.5598691701889038, + 0.03202800452709198, + 0.07993705570697784, + 0.023909807205200195, + 0.03045804798603058, + 0.02478494681417942, + 0.019047405570745468, + 0.02202620916068554, + 0.03887671232223511 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.01606355793774128 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_10/index_tensor([8424, 8424])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_10/index_tensor([8424, 8424])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a1fd1eb90c93242853a6141b05b0968feaa588be --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_10/index_tensor([8424, 8424])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme slow-motion close-up, the camera tilts downward with remarkable stability, capturing the moment when countless pristine 100-yuan RMB bills slowly drift through the air. Against a pure black, non-reflective background, a dramatic sidelight from above precisely sculpts the surface details of each note, making the signature RMB red appear saturated and profound. As light flows across the banknotes, the unique tactile quality of intaglio printing seems to be clearly visible, delicately capturing every strand of Chairman Mao's hair, the folds of his collar, and the depth of his gaze. In a graceful yet chaotic ballet, the notes gently twirl, tumble, and glide, some facing up, others revealing the national emblem on the reverse. As the light passes over the note's surface, the number \"100\" exhibits subtle color gradients depending on the angle, while the metal security thread running through it gleams with a cold, sharp sheen, contrasting sharply with the soft, fibrous texture of the paper. The entire painting creates a surreal, almost hypnotic atmosphere of luxury and concentration, immersing the viewer in a pure visual examination of wealth and material details.", + "seed": 25855, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_10/index_8424_seed_25855_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3941064290702343, + "vlm_logprob": -0.3941064290702343, + "vlm_yes_no_margin": 1.7, + "vlm_token_credit": -0.3941064290702343, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03942090645432472 + ], + "opposite_logprob_tokens": [ + -3.2894208431243896 + ], + "logprob_reward": -0.03942090645432472, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03942090645432472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.036888763308525085, + 0.01432760339230299, + 0.30665403604507446, + 0.2417837232351303, + 0.21387895941734314, + 0.025935934856534004, + 0.02997444197535515, + 0.04964786395430565, + 0.027775363996624947, + 0.053133342415094376 + ], + "top_frames": [ + 2, + 3, + 4 + ], + "selected_reward": -0.03942090645432472 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4062919616699219 + ], + "opposite_logprob_tokens": [ + -0.28129202127456665 + ], + "logprob_reward": -1.4062919616699219, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4062919616699219, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07497181743383408, + 0.20870104432106018, + 0.11048378795385361, + 0.07824131846427917, + 0.042851876467466354, + 0.02076263725757599, + 0.021190984174609184, + 0.03179708868265152, + 0.01782522350549698, + 0.3931742310523987 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -1.4062919616699219 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521154582500458 + ], + "opposite_logprob_tokens": [ + -1.5021154880523682 + ], + "logprob_reward": -0.2521154582500458, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521154582500458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1543620079755783, + 0.06862788647413254, + 0.060185208916664124, + 0.22749893367290497, + 0.06787517666816711, + 0.05341721698641777, + 0.037286896258592606, + 0.04663326218724251, + 0.04796488210558891, + 0.23614852130413055 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.2521154582500458 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020617924630641937 + ], + "opposite_logprob_tokens": [ + -3.895617961883545 + ], + "logprob_reward": -0.020617924630641937, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020617924630641937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06349924206733704, + 0.03435860946774483, + 0.1090371385216713, + 0.2207833230495453, + 0.07135336101055145, + 0.05544109269976616, + 0.10460571944713593, + 0.02337554097175598, + 0.020840559154748917, + 0.2967054545879364 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.020617924630641937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520858943462372 + ], + "opposite_logprob_tokens": [ + -1.5020859241485596 + ], + "logprob_reward": -0.2520858943462372, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520858943462372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17417772114276886, + 0.09464439004659653, + 0.08665451407432556, + 0.0750412568449974, + 0.07801853865385056, + 0.0367826409637928, + 0.08470530807971954, + 0.08079606294631958, + 0.0434020459651947, + 0.24577751755714417 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.2520858943462372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion close-up, the camera tilts downward with remarkable stability, capturing the moment when countless pristine 100-yuan RMB bills slowly drift through the air. Against a pure black, non-reflective background, a dramatic sidelight from above precisely sculpts the surface details of each note, making the signature RMB red appear saturated and profound. As light flows across the banknotes, the unique tactile quality of intaglio printing seems to be clearly visible, delicately capturing every strand of Chairman Mao's hair, the folds of his collar, and the depth of his gaze. In a graceful yet chaotic ballet, the notes gently twirl, tumble, and glide, some facing up, others revealing the national emblem on the reverse. As the light passes over the note's surface, the number \"100\" exhibits subtle color gradients depending on the angle, while the metal security thread running through it gleams with a cold, sharp sheen, contrasting sharply with the soft, fibrous texture of the paper. The entire painting creates a surreal, almost hypnotic atmosphere of luxury and concentration, immersing the viewer in a pure visual examination of wealth and material details.", + "seed": 25856, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_10/index_8424_seed_25856_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.25407359562814236, + "vlm_logprob": -0.25407359562814236, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.25407359562814236, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015716612339019775 + ], + "opposite_logprob_tokens": [ + -4.265716552734375 + ], + "logprob_reward": -0.015716612339019775, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015716612339019775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10345409065485, + 0.12952081859111786, + 0.05492270737886429, + 0.12309905141592026, + 0.19972342252731323, + 0.044157445430755615, + 0.17802783846855164, + 0.030165445059537888, + 0.09297201782464981, + 0.043957147747278214 + ], + "top_frames": [ + 4, + 6, + 1 + ], + "selected_reward": -0.015716612339019775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983191251754761 + ], + "opposite_logprob_tokens": [ + -0.5233191251754761 + ], + "logprob_reward": -0.8983191251754761, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983191251754761, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.16738763451576233, + 0.15826348960399628, + 0.050435151904821396, + 0.04980219528079033, + 0.15588241815567017, + 0.07262828201055527, + 0.10649127513170242, + 0.05718272179365158, + 0.08029805123806, + 0.10162880271673203 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.8983191251754761 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603606939315796 + ], + "opposite_logprob_tokens": [ + -1.9103606939315796 + ], + "logprob_reward": -0.1603606939315796, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603606939315796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10554887354373932, + 0.14356638491153717, + 0.10536153614521027, + 0.09979934245347977, + 0.09700987488031387, + 0.14610913395881653, + 0.07687702775001526, + 0.05155545845627785, + 0.11664552986621857, + 0.0575268529355526 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.1603606939315796 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016100509092211723 + ], + "opposite_logprob_tokens": [ + -4.1411004066467285 + ], + "logprob_reward": -0.016100509092211723, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016100509092211723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05693163722753525, + 0.18541152775287628, + 0.07896856218576431, + 0.11795305460691452, + 0.23460669815540314, + 0.07363540679216385, + 0.07698062807321548, + 0.03604435548186302, + 0.07662857323884964, + 0.06283959001302719 + ], + "top_frames": [ + 4, + 1, + 3 + ], + "selected_reward": -0.016100509092211723 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987103760242462 + ], + "opposite_logprob_tokens": [ + -1.8048710823059082 + ], + "logprob_reward": -0.17987103760242462, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987103760242462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16375575959682465, + 0.05503891408443451, + 0.04450984671711922, + 0.15617279708385468, + 0.23285436630249023, + 0.08395884186029434, + 0.14996609091758728, + 0.017872318625450134, + 0.06557773798704147, + 0.030293364077806473 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.17987103760242462 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion close-up, the camera tilts downward with remarkable stability, capturing the moment when countless pristine 100-yuan RMB bills slowly drift through the air. Against a pure black, non-reflective background, a dramatic sidelight from above precisely sculpts the surface details of each note, making the signature RMB red appear saturated and profound. As light flows across the banknotes, the unique tactile quality of intaglio printing seems to be clearly visible, delicately capturing every strand of Chairman Mao's hair, the folds of his collar, and the depth of his gaze. In a graceful yet chaotic ballet, the notes gently twirl, tumble, and glide, some facing up, others revealing the national emblem on the reverse. As the light passes over the note's surface, the number \"100\" exhibits subtle color gradients depending on the angle, while the metal security thread running through it gleams with a cold, sharp sheen, contrasting sharply with the soft, fibrous texture of the paper. The entire painting creates a surreal, almost hypnotic atmosphere of luxury and concentration, immersing the viewer in a pure visual examination of wealth and material details.", + "seed": 25857, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_10/index_8424_seed_25857_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.31652919771149757, + "vlm_logprob": -0.31652919771149757, + "vlm_yes_no_margin": 2.324999988079071, + "vlm_token_credit": -0.31652919771149757, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007285100873559713 + ], + "opposite_logprob_tokens": [ + -5.132285118103027 + ], + "logprob_reward": -0.007285100873559713, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.007285100873559713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0707237720489502, + 0.06353110820055008, + 0.08782321214675903, + 0.16403169929981232, + 0.0711909830570221, + 0.09981300681829453, + 0.18531212210655212, + 0.06054101511836052, + 0.09315002709627151, + 0.10388307273387909 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.007285100873559713 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370320320129395 + ], + "opposite_logprob_tokens": [ + -0.3870319724082947 + ], + "logprob_reward": -1.1370320320129395, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.1370320320129395, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1156681627035141, + 0.11408813297748566, + 0.04815575107932091, + 0.16946150362491608, + 0.16214770078659058, + 0.11708776652812958, + 0.05056986212730408, + 0.10092596709728241, + 0.0494040884077549, + 0.07249099761247635 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -1.1370320320129395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279963076114655 + ], + "opposite_logprob_tokens": [ + -2.0177996158599854 + ], + "logprob_reward": -0.14279963076114655, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14279963076114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1315513700246811, + 0.09550252556800842, + 0.08861514925956726, + 0.07069487124681473, + 0.10289756953716278, + 0.22854439914226532, + 0.10078605264425278, + 0.08717001974582672, + 0.050220586359500885, + 0.044017501175403595 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.14279963076114655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01422432903200388 + ], + "opposite_logprob_tokens": [ + -4.264224529266357 + ], + "logprob_reward": -0.01422432903200388, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01422432903200388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11259426176548004, + 0.09289999306201935, + 0.21185506880283356, + 0.1921304613351822, + 0.08050961047410965, + 0.10477056354284286, + 0.05182730033993721, + 0.03970032557845116, + 0.04381711035966873, + 0.06989534944295883 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.01422432903200388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28130489587783813 + ], + "opposite_logprob_tokens": [ + -1.4063048362731934 + ], + "logprob_reward": -0.28130489587783813, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28130489587783813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07747355103492737, + 0.03931226208806038, + 0.04839388281106949, + 0.08817363530397415, + 0.09301244467496872, + 0.23614312708377838, + 0.25767067074775696, + 0.04587570205330849, + 0.06819146871566772, + 0.04575323686003685 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.28130489587783813 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme slow-motion close-up, the camera tilts downward with remarkable stability, capturing the moment when countless pristine 100-yuan RMB bills slowly drift through the air. Against a pure black, non-reflective background, a dramatic sidelight from above precisely sculpts the surface details of each note, making the signature RMB red appear saturated and profound. As light flows across the banknotes, the unique tactile quality of intaglio printing seems to be clearly visible, delicately capturing every strand of Chairman Mao's hair, the folds of his collar, and the depth of his gaze. In a graceful yet chaotic ballet, the notes gently twirl, tumble, and glide, some facing up, others revealing the national emblem on the reverse. As the light passes over the note's surface, the number \"100\" exhibits subtle color gradients depending on the angle, while the metal security thread running through it gleams with a cold, sharp sheen, contrasting sharply with the soft, fibrous texture of the paper. The entire painting creates a surreal, almost hypnotic atmosphere of luxury and concentration, immersing the viewer in a pure visual examination of wealth and material details.", + "seed": 25858, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_10/index_8424_seed_25858_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4068857692182064, + "vlm_logprob": -0.4068857692182064, + "vlm_yes_no_margin": 1.725, + "vlm_token_credit": -0.4068857692182064, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0351974181830883 + ], + "opposite_logprob_tokens": [ + -3.4101974964141846 + ], + "logprob_reward": -0.0351974181830883, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0351974181830883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15291525423526764, + 0.10684426128864288, + 0.20747126638889313, + 0.04916558787226677, + 0.048384878784418106, + 0.09534485638141632, + 0.12498335540294647, + 0.13785246014595032, + 0.02259962260723114, + 0.05443841218948364 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.0351974181830883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5020668506622314 + ], + "opposite_logprob_tokens": [ + -0.2520669102668762 + ], + "logprob_reward": -1.5020668506622314, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5020668506622314, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.6056249737739563, + 0.006891482975333929, + 0.25160732865333557, + 0.02130470797419548, + 0.009933684952557087, + 0.011638239957392216, + 0.02717762254178524, + 0.01193962711840868, + 0.02133292332291603, + 0.032549332827329636 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -1.5020668506622314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037775576114655 + ], + "opposite_logprob_tokens": [ + -1.9103777408599854 + ], + "logprob_reward": -0.16037775576114655, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037775576114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6015830636024475, + 0.09754626452922821, + 0.17492400109767914, + 0.02424728497862816, + 0.01939476653933525, + 0.011089308187365532, + 0.024236232042312622, + 0.0064744348637759686, + 0.011805030517280102, + 0.028699567541480064 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.16037775576114655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023336872458457947 + ], + "opposite_logprob_tokens": [ + -3.773336887359619 + ], + "logprob_reward": -0.023336872458457947, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023336872458457947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.812679648399353, + 0.01908010244369507, + 0.0779561921954155, + 0.017929794266819954, + 0.007239496801048517, + 0.010045664384961128, + 0.023437999188899994, + 0.010287793353199959, + 0.0063460529781877995, + 0.014997323043644428 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.023336872458457947 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are the main subjects 100-yuan RMB banknotes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera tilt downward with stability?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the banknote color red and does the number '100' show color gradients?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a metal security thread visible gleaming with a sharp sheen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134499490261078 + ], + "opposite_logprob_tokens": [ + -1.3134499788284302 + ], + "logprob_reward": -0.3134499490261078, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134499490261078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6225283145904541, + 0.06353524327278137, + 0.1721092313528061, + 0.017291082069277763, + 0.01154943648725748, + 0.02366611547768116, + 0.061867617070674896, + 0.009978506714105606, + 0.00782198365777731, + 0.009652482345700264 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.3134499490261078 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_11/index_tensor([8988, 8988])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_11/index_tensor([8988, 8988])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a03dca4e5fc2eb75a53625190c6a813bd40ca2d1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_11/index_tensor([8988, 8988])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle shot slowly tilts downward, transitioning to a static, bird's-eye view, capturing the entire surface of a light-colored wooden classroom desk. Initially, a neat, vertical stack of vibrant green cardstock folders stands on one side of the frame. A pair of hands enters the scene and begins carefully unpacking the pile; each folder, featuring a slightly matte texture and a small metal tab with a blank white label, is steadily and deliberately lifted from the top. The hands move with a smooth, practiced rhythm, placing each folder, one by one, on the desk's surface. The entire action is bathed in the bright, even glow of the overhead fluorescent classroom lights, casting soft, aimless shadows and establishing a cool, focused color palette. The process concludes with the placement of the final folder, revealing an orderly, fanning arrangement scattered across the desk, creating a visually satisfying, quietly organized atmosphere.", + "seed": 16008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_11/index_8988_seed_16008_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20088221840560436, + "vlm_logprob": -0.20088221840560436, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.20088221840560436, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.52767413854599 + ], + "opposite_logprob_tokens": [ + -0.90267413854599 + ], + "logprob_reward": -0.52767413854599, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.52767413854599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16766418516635895, + 0.2586735486984253, + 0.10925532877445221, + 0.04516202211380005, + 0.06739583611488342, + 0.034045249223709106, + 0.10867743194103241, + 0.03993924334645271, + 0.127258762717247, + 0.04192839935421944 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.52767413854599 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129896268248558 + ], + "opposite_logprob_tokens": [ + -2.237989664077759 + ], + "logprob_reward": -0.1129896268248558, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129896268248558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11894498765468597, + 0.04618587717413902, + 0.04494983330368996, + 0.05010303109884262, + 0.05522126331925392, + 0.07093082368373871, + 0.03741152957081795, + 0.08960140496492386, + 0.4159839153289795, + 0.07066735625267029 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.1129896268248558 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011087356135249138 + ], + "opposite_logprob_tokens": [ + -4.511087417602539 + ], + "logprob_reward": -0.011087356135249138, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011087356135249138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3071213364601135, + 0.1212521344423294, + 0.09034402668476105, + 0.024477606639266014, + 0.05594538524746895, + 0.06321916729211807, + 0.06600961834192276, + 0.19322530925273895, + 0.04620353505015373, + 0.0322018601000309 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.011087356135249138 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558987140655518 + ], + "opposite_logprob_tokens": [ + -1.6005898714065552 + ], + "logprob_reward": -0.22558987140655518, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558987140655518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.458480566740036, + 0.1146945133805275, + 0.031392473727464676, + 0.02435475029051304, + 0.08913104236125946, + 0.06735887378454208, + 0.08883486688137054, + 0.07093176990747452, + 0.03629748150706291, + 0.018523670732975006 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.22558987140655518 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270700991153717 + ], + "opposite_logprob_tokens": [ + -2.127070188522339 + ], + "logprob_reward": -0.1270700991153717, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270700991153717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24458439648151398, + 0.05248310789465904, + 0.07289030402898788, + 0.051769040524959564, + 0.05753287300467491, + 0.27227240800857544, + 0.07818439602851868, + 0.08479117602109909, + 0.03797135129570961, + 0.04752092435956001 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.1270700991153717 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle shot slowly tilts downward, transitioning to a static, bird's-eye view, capturing the entire surface of a light-colored wooden classroom desk. Initially, a neat, vertical stack of vibrant green cardstock folders stands on one side of the frame. A pair of hands enters the scene and begins carefully unpacking the pile; each folder, featuring a slightly matte texture and a small metal tab with a blank white label, is steadily and deliberately lifted from the top. The hands move with a smooth, practiced rhythm, placing each folder, one by one, on the desk's surface. The entire action is bathed in the bright, even glow of the overhead fluorescent classroom lights, casting soft, aimless shadows and establishing a cool, focused color palette. The process concludes with the placement of the final folder, revealing an orderly, fanning arrangement scattered across the desk, creating a visually satisfying, quietly organized atmosphere.", + "seed": 16009, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_11/index_8988_seed_16009_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05020284876227379, + "vlm_logprob": -0.05020284876227379, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.05020284876227379, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0864083543419838 + ], + "opposite_logprob_tokens": [ + -2.5864083766937256 + ], + "logprob_reward": -0.0864083543419838, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0864083543419838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18256178498268127, + 0.06487998366355896, + 0.03722253069281578, + 0.08899838477373123, + 0.04851127788424492, + 0.05554073676466942, + 0.12465902417898178, + 0.06323941797018051, + 0.28869882225990295, + 0.04568804055452347 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0864083543419838 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098556220531464 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098556220531464, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098556220531464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13982592523097992, + 0.05197093263268471, + 0.10957056283950806, + 0.037760794162750244, + 0.060520004481077194, + 0.03791290894150734, + 0.075210802257061, + 0.06665219366550446, + 0.26321056485176086, + 0.15736530721187592 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.011098556220531464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421046070754528 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.01421046070754528, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421046070754528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09821376949548721, + 0.08535808324813843, + 0.10627982020378113, + 0.07813529670238495, + 0.02868361584842205, + 0.02540544420480728, + 0.022093625739216805, + 0.06789758801460266, + 0.44895464181900024, + 0.03897814080119133 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.01421046070754528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352813467383385 + ], + "opposite_logprob_tokens": [ + -3.651352882385254 + ], + "logprob_reward": -0.026352813467383385, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352813467383385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05748585984110832, + 0.09815355390310287, + 0.0295142512768507, + 0.6498439908027649, + 0.04477392137050629, + 0.012306117452681065, + 0.011078664101660252, + 0.012850786559283733, + 0.06203419342637062, + 0.021958697587251663 + ], + "top_frames": [ + 3, + 1, + 8 + ], + "selected_reward": -0.026352813467383385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294405907392502 + ], + "opposite_logprob_tokens": [ + -2.2379441261291504 + ], + "logprob_reward": -0.11294405907392502, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294405907392502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08674361556768417, + 0.07564686238765717, + 0.1303577572107315, + 0.15706777572631836, + 0.05473701283335686, + 0.026873517781496048, + 0.03339473158121109, + 0.04199846461415291, + 0.3346336781978607, + 0.05854661017656326 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.11294405907392502 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle shot slowly tilts downward, transitioning to a static, bird's-eye view, capturing the entire surface of a light-colored wooden classroom desk. Initially, a neat, vertical stack of vibrant green cardstock folders stands on one side of the frame. A pair of hands enters the scene and begins carefully unpacking the pile; each folder, featuring a slightly matte texture and a small metal tab with a blank white label, is steadily and deliberately lifted from the top. The hands move with a smooth, practiced rhythm, placing each folder, one by one, on the desk's surface. The entire action is bathed in the bright, even glow of the overhead fluorescent classroom lights, casting soft, aimless shadows and establishing a cool, focused color palette. The process concludes with the placement of the final folder, revealing an orderly, fanning arrangement scattered across the desk, creating a visually satisfying, quietly organized atmosphere.", + "seed": 16010, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_11/index_8988_seed_16010_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07558635994791985, + "vlm_logprob": -0.07558635994791985, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.07558635994791985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11855542659759521 + ], + "opposite_logprob_tokens": [ + -2.2435555458068848 + ], + "logprob_reward": -0.11855542659759521, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11855542659759521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2390596717596054, + 0.11745329946279526, + 0.08745355904102325, + 0.030978236347436905, + 0.04400748014450073, + 0.06086825579404831, + 0.06011156737804413, + 0.09013895690441132, + 0.12781883776187897, + 0.14211012423038483 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.11855542659759521 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038132183253765106 + ], + "opposite_logprob_tokens": [ + -3.2881321907043457 + ], + "logprob_reward": -0.038132183253765106, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038132183253765106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1760670244693756, + 0.03233901038765907, + 0.06096535176038742, + 0.3132430613040924, + 0.06078217551112175, + 0.10482680797576904, + 0.055021170526742935, + 0.05361092835664749, + 0.03917420655488968, + 0.10397025942802429 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.038132183253765106 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059842273592949 + ], + "opposite_logprob_tokens": [ + -3.8955984115600586 + ], + "logprob_reward": -0.02059842273592949, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059842273592949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12268577516078949, + 0.08692602813243866, + 0.04547342285513878, + 0.05737162381410599, + 0.03667536377906799, + 0.12537844479084015, + 0.11585203558206558, + 0.17176158726215363, + 0.12565284967422485, + 0.11222289502620697 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.02059842273592949 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032563656568527 + ], + "opposite_logprob_tokens": [ + -2.350325584411621 + ], + "logprob_reward": -0.10032563656568527, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032563656568527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056507766246795654, + 0.02991613931953907, + 0.022615836933255196, + 0.026842059567570686, + 0.031499333679676056, + 0.09860998392105103, + 0.1584564447402954, + 0.09456317871809006, + 0.12013714760541916, + 0.3608521819114685 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.10032563656568527 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032013058662415 + ], + "opposite_logprob_tokens": [ + -2.3503201007843018 + ], + "logprob_reward": -0.10032013058662415, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032013058662415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12822680175304413, + 0.03852875903248787, + 0.03909828141331673, + 0.048422470688819885, + 0.026005974039435387, + 0.024324782192707062, + 0.06937523931264877, + 0.06613543629646301, + 0.11654128134250641, + 0.4433409869670868 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.10032013058662415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle shot slowly tilts downward, transitioning to a static, bird's-eye view, capturing the entire surface of a light-colored wooden classroom desk. Initially, a neat, vertical stack of vibrant green cardstock folders stands on one side of the frame. A pair of hands enters the scene and begins carefully unpacking the pile; each folder, featuring a slightly matte texture and a small metal tab with a blank white label, is steadily and deliberately lifted from the top. The hands move with a smooth, practiced rhythm, placing each folder, one by one, on the desk's surface. The entire action is bathed in the bright, even glow of the overhead fluorescent classroom lights, casting soft, aimless shadows and establishing a cool, focused color palette. The process concludes with the placement of the final folder, revealing an orderly, fanning arrangement scattered across the desk, creating a visually satisfying, quietly organized atmosphere.", + "seed": 16011, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_11/index_8988_seed_16011_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05118123181164265, + "vlm_logprob": -0.05118123181164265, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.05118123181164265, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07396090030670166 + ], + "opposite_logprob_tokens": [ + -2.698960781097412 + ], + "logprob_reward": -0.07396090030670166, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07396090030670166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20496997237205505, + 0.0809699296951294, + 0.28246286511421204, + 0.04090513288974762, + 0.10447292774915695, + 0.1230861246585846, + 0.05666675791144371, + 0.02710735984146595, + 0.04952412471175194, + 0.02983478643000126 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.07396090030670166 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372172638773918 + ], + "opposite_logprob_tokens": [ + -3.408721685409546 + ], + "logprob_reward": -0.03372172638773918, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372172638773918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1930924952030182, + 0.054233722388744354, + 0.08768089860677719, + 0.02824060060083866, + 0.049968354403972626, + 0.015627965331077576, + 0.05897235497832298, + 0.03974233940243721, + 0.029116474092006683, + 0.44332483410835266 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.03372172638773918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864654965698719 + ], + "opposite_logprob_tokens": [ + -4.758646488189697 + ], + "logprob_reward": -0.00864654965698719, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864654965698719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09169650077819824, + 0.032112203538417816, + 0.2783065140247345, + 0.04323514178395271, + 0.02999093197286129, + 0.025070177391171455, + 0.03472921997308731, + 0.04226786270737648, + 0.04687439650297165, + 0.37571707367897034 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.00864654965698719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536060065031052 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536060065031052, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536060065031052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2802028954029083, + 0.13185971975326538, + 0.07514548301696777, + 0.02552756480872631, + 0.07202951610088348, + 0.03764132782816887, + 0.04479466751217842, + 0.061079129576683044, + 0.2317267656326294, + 0.03999287262558937 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.012536060065031052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a high-angle view that transitions to a static bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a light-colored wooden classroom desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the folders vibrant green, matte-textured, and feature a small metal tab with a blank white label?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do a pair of hands enter the scene to unpack the folders one by one onto the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by bright overhead fluorescent lights casting soft, aimless shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704092264175415 + ], + "opposite_logprob_tokens": [ + -2.1270408630371094 + ], + "logprob_reward": -0.12704092264175415, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704092264175415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22655709087848663, + 0.07117844372987747, + 0.07855845242738724, + 0.03581660985946655, + 0.0830528736114502, + 0.027973929420113564, + 0.18440984189510345, + 0.088817298412323, + 0.12994824349880219, + 0.07368722558021545 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.12704092264175415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_12/index_tensor([8500, 8500])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_12/index_tensor([8500, 8500])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..77aa2a6aaad710c9b5f450bfcc96d68743903342 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_12/index_tensor([8500, 8500])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up, static shot, shot from a slightly upward angle, focuses on a pile of neatly stacked firewood, stacked in a stable, orderly, crisscross pattern. A warm, focused light, slanting from above and sideways, precisely outlines each piece of firewood. The rough, dark brown bark contrasts sharply with the freshly split, pale yellow grain of the wood. The light casts deep, distinct shadows across the wood, dramatically enhancing the image's three-dimensionality and realism. Fine, almost dust-like sawdust slowly swirls and dances through the cracks between the stacks, visible in the beam like shimmering golden dust, before silently scattering onto the rough concrete floor at the base of the firewood pile. The entire scene, illuminated by realistic light and shadow, presents a warm, earthy palette of wood's browns and yellows and the deep blacks of its shadows, creating an atmosphere of tranquility, concentration, and craftsmanship.", + "seed": 14208, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_12/index_8500_seed_14208_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01879335679113865, + "vlm_logprob": -0.01879335679113865, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.01879335679113865, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019606193527579308 + ], + "opposite_logprob_tokens": [ + -6.876960754394531 + ], + "logprob_reward": -0.0019606193527579308, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0019606193527579308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19372083246707916, + 0.0696435421705246, + 0.3869701027870178, + 0.038739074021577835, + 0.0428212471306324, + 0.03771744295954704, + 0.060515955090522766, + 0.04048413410782814, + 0.0929020568728447, + 0.036485567688941956 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0019606193527579308 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016093002632260323 + ], + "opposite_logprob_tokens": [ + -4.141092777252197 + ], + "logprob_reward": -0.016093002632260323, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016093002632260323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22038830816745758, + 0.0913735181093216, + 0.32165879011154175, + 0.06592614948749542, + 0.044001255184412, + 0.031873248517513275, + 0.07592077553272247, + 0.03977425396442413, + 0.07255184650421143, + 0.03653184324502945 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016093002632260323 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742109544575214 + ], + "opposite_logprob_tokens": [ + -5.006742000579834 + ], + "logprob_reward": -0.006742109544575214, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742109544575214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32736819982528687, + 0.06371121108531952, + 0.10642210394144058, + 0.07461703568696976, + 0.07099943608045578, + 0.06272979080677032, + 0.04699239134788513, + 0.04467485845088959, + 0.12618178129196167, + 0.07630318403244019 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.006742109544575214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497528240084648 + ], + "opposite_logprob_tokens": [ + -2.9299752712249756 + ], + "logprob_reward": -0.05497528240084648, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497528240084648, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2745649814605713, + 0.10561930388212204, + 0.05344070494174957, + 0.07923442870378494, + 0.09578641504049301, + 0.062419481575489044, + 0.034957896918058395, + 0.045696716755628586, + 0.10808531939983368, + 0.14019475877285004 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.05497528240084648 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195770025253296 + ], + "opposite_logprob_tokens": [ + -4.264195919036865 + ], + "logprob_reward": -0.014195770025253296, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195770025253296, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1983334720134735, + 0.08559190481901169, + 0.16291171312332153, + 0.17786988615989685, + 0.07465378940105438, + 0.04545937106013298, + 0.02525576576590538, + 0.06463504582643509, + 0.0861576497554779, + 0.07913140207529068 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.014195770025253296 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly upward angle, focuses on a pile of neatly stacked firewood, stacked in a stable, orderly, crisscross pattern. A warm, focused light, slanting from above and sideways, precisely outlines each piece of firewood. The rough, dark brown bark contrasts sharply with the freshly split, pale yellow grain of the wood. The light casts deep, distinct shadows across the wood, dramatically enhancing the image's three-dimensionality and realism. Fine, almost dust-like sawdust slowly swirls and dances through the cracks between the stacks, visible in the beam like shimmering golden dust, before silently scattering onto the rough concrete floor at the base of the firewood pile. The entire scene, illuminated by realistic light and shadow, presents a warm, earthy palette of wood's browns and yellows and the deep blacks of its shadows, creating an atmosphere of tranquility, concentration, and craftsmanship.", + "seed": 14209, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_12/index_8500_seed_14209_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03095346186310053, + "vlm_logprob": -0.03095346186310053, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.03095346186310053, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005204818211495876 + ], + "opposite_logprob_tokens": [ + -5.380204677581787 + ], + "logprob_reward": -0.005204818211495876, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005204818211495876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37758713960647583, + 0.09681764245033264, + 0.06094067916274071, + 0.05815256014466286, + 0.16015881299972534, + 0.07848312705755234, + 0.045529887080192566, + 0.036088041961193085, + 0.05572601035237312, + 0.030516106635332108 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.005204818211495876 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03814560920000076 + ], + "opposite_logprob_tokens": [ + -3.2881455421447754 + ], + "logprob_reward": -0.03814560920000076, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03814560920000076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25805729627609253, + 0.10828837752342224, + 0.08688156306743622, + 0.09978131204843521, + 0.1290806233882904, + 0.05073775351047516, + 0.07403601706027985, + 0.05465177446603775, + 0.08001775294542313, + 0.058467525988817215 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.03814560920000076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206817373633385 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206817373633385, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206817373633385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20783495903015137, + 0.07248150557279587, + 0.0571664534509182, + 0.08336968719959259, + 0.1580260843038559, + 0.24122266471385956, + 0.04336842522025108, + 0.06120290979743004, + 0.04504188150167465, + 0.03028547577559948 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.014206817373633385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902006804943085 + ], + "opposite_logprob_tokens": [ + -2.5790200233459473 + ], + "logprob_reward": -0.07902006804943085, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902006804943085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23779922723770142, + 0.10149519145488739, + 0.04487542435526848, + 0.10413671284914017, + 0.09006514400243759, + 0.20200638473033905, + 0.058391768485307693, + 0.057896919548511505, + 0.05031795799732208, + 0.053015291690826416 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.07902006804943085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189996480941772 + ], + "opposite_logprob_tokens": [ + -4.018189907073975 + ], + "logprob_reward": -0.018189996480941772, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189996480941772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1979212462902069, + 0.0600438266992569, + 0.06489469856023788, + 0.059098079800605774, + 0.19684000313282013, + 0.13991504907608032, + 0.0979708731174469, + 0.07865548878908157, + 0.06748857349157333, + 0.03717216104269028 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.018189996480941772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly upward angle, focuses on a pile of neatly stacked firewood, stacked in a stable, orderly, crisscross pattern. A warm, focused light, slanting from above and sideways, precisely outlines each piece of firewood. The rough, dark brown bark contrasts sharply with the freshly split, pale yellow grain of the wood. The light casts deep, distinct shadows across the wood, dramatically enhancing the image's three-dimensionality and realism. Fine, almost dust-like sawdust slowly swirls and dances through the cracks between the stacks, visible in the beam like shimmering golden dust, before silently scattering onto the rough concrete floor at the base of the firewood pile. The entire scene, illuminated by realistic light and shadow, presents a warm, earthy palette of wood's browns and yellows and the deep blacks of its shadows, creating an atmosphere of tranquility, concentration, and craftsmanship.", + "seed": 14210, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_12/index_8500_seed_14210_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05674617243930698, + "vlm_logprob": -0.05674617243930698, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.05674617243930698, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013585138134658337 + ], + "opposite_logprob_tokens": [ + -4.388585090637207 + ], + "logprob_reward": -0.013585138134658337, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013585138134658337, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06404129415750504, + 0.05488419160246849, + 0.10929572582244873, + 0.08574311435222626, + 0.27723708748817444, + 0.09113557636737823, + 0.04435348138213158, + 0.04435931518673897, + 0.035457223653793335, + 0.19349302351474762 + ], + "top_frames": [ + 4, + 9, + 2 + ], + "selected_reward": -0.013585138134658337 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2256118506193161 + ], + "opposite_logprob_tokens": [ + -1.6006118059158325 + ], + "logprob_reward": -0.2256118506193161, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2256118506193161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05164432153105736, + 0.03844451904296875, + 0.05241406708955765, + 0.14405997097492218, + 0.25100231170654297, + 0.054403774440288544, + 0.041797004640102386, + 0.0112741868942976, + 0.052579715847969055, + 0.30238014459609985 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.2256118506193161 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003200054634362459 + ], + "opposite_logprob_tokens": [ + -5.753200054168701 + ], + "logprob_reward": -0.003200054634362459, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003200054634362459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24744035303592682, + 0.17548923194408417, + 0.19341671466827393, + 0.056869350373744965, + 0.06708861142396927, + 0.03250556066632271, + 0.028992576524615288, + 0.06024589389562607, + 0.022843841463327408, + 0.11510790884494781 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.003200054634362459 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763675756752491 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.00763675756752491, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763675756752491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22769290208816528, + 0.1599595844745636, + 0.1242666020989418, + 0.08488605171442032, + 0.08011667430400848, + 0.04016788676381111, + 0.04148796573281288, + 0.05303261801600456, + 0.018295247107744217, + 0.17009444534778595 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00763675756752491 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033697061240673065 + ], + "opposite_logprob_tokens": [ + -3.4086971282958984 + ], + "logprob_reward": -0.033697061240673065, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033697061240673065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04882167652249336, + 0.0725298672914505, + 0.023388994857668877, + 0.07066003233194351, + 0.09913458675146103, + 0.04642069712281227, + 0.06616358458995819, + 0.0545864999294281, + 0.03552284836769104, + 0.48277121782302856 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.033697061240673065 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up, static shot, shot from a slightly upward angle, focuses on a pile of neatly stacked firewood, stacked in a stable, orderly, crisscross pattern. A warm, focused light, slanting from above and sideways, precisely outlines each piece of firewood. The rough, dark brown bark contrasts sharply with the freshly split, pale yellow grain of the wood. The light casts deep, distinct shadows across the wood, dramatically enhancing the image's three-dimensionality and realism. Fine, almost dust-like sawdust slowly swirls and dances through the cracks between the stacks, visible in the beam like shimmering golden dust, before silently scattering onto the rough concrete floor at the base of the firewood pile. The entire scene, illuminated by realistic light and shadow, presents a warm, earthy palette of wood's browns and yellows and the deep blacks of its shadows, creating an atmosphere of tranquility, concentration, and craftsmanship.", + "seed": 14211, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_12/index_8500_seed_14211_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014087986364029349, + "vlm_logprob": -0.014087986364029349, + "vlm_yes_no_margin": 4.799999952316284, + "vlm_token_credit": -0.014087986364029349, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004114021547138691 + ], + "opposite_logprob_tokens": [ + -5.754114151000977 + ], + "logprob_reward": -0.004114021547138691, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004114021547138691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1473386436700821, + 0.12890580296516418, + 0.05752286687493324, + 0.05181512609124184, + 0.3321351110935211, + 0.09970257431268692, + 0.08511748909950256, + 0.03883110359311104, + 0.02016115002334118, + 0.03847014158964157 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.004114021547138691 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637173980474472 + ], + "opposite_logprob_tokens": [ + -3.651371717453003 + ], + "logprob_reward": -0.02637173980474472, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637173980474472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14372126758098602, + 0.12728063762187958, + 0.062375523149967194, + 0.05736517906188965, + 0.3304823338985443, + 0.12780079245567322, + 0.027143480256199837, + 0.032162632793188095, + 0.020917044952511787, + 0.07075107842683792 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.02637173980474472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011834054021164775 + ], + "opposite_logprob_tokens": [ + -6.75118350982666 + ], + "logprob_reward": -0.0011834054021164775, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011834054021164775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31158435344696045, + 0.08723203837871552, + 0.039246611297130585, + 0.15993258357048035, + 0.1025291159749031, + 0.06893420219421387, + 0.08801614493131638, + 0.06620144844055176, + 0.031247738748788834, + 0.04507571458816528 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0011834054021164775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058931440114975 + ], + "opposite_logprob_tokens": [ + -3.8955893516540527 + ], + "logprob_reward": -0.02058931440114975, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058931440114975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10534897446632385, + 0.16515475511550903, + 0.15676014125347137, + 0.07160496711730957, + 0.11279547959566116, + 0.14244259893894196, + 0.11798926442861557, + 0.04597942531108856, + 0.03242835775017738, + 0.04949599876999855 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.02058931440114975 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up focusing on a pile of neatly stacked firewood?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the firewood stacked in a stable, orderly, crisscross pattern?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by a warm, focused light slanting from above and sideways?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are fine, dust-like sawdust particles visible swirling in the light beam and scattering onto the concrete floor?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static with a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0181814506649971 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.0181814506649971, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.0181814506649971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15019048750400543, + 0.1472250372171402, + 0.07357081770896912, + 0.09895245730876923, + 0.3366508483886719, + 0.06916197389364243, + 0.04545231908559799, + 0.02043159492313862, + 0.036286137998104095, + 0.022078318521380424 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0181814506649971 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_13/index_tensor([147, 147])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_13/index_tensor([147, 147])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..03768535a50c278f5a5e1de4d6f524732e282ebd --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_13/index_tensor([147, 147])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static wide shot captures a towering skyscraper, a modern monument of glass and steel, silhouetted against a pristine, cloudless blue sky. The sequence begins with a series of silent, oscillating flashes near its base, as the structure hangs motionless for a breathtaking moment before embarking on a violent, catastrophic implosion. The building collapses straight down, floors peeling away in a terrifyingly orderly sequence, shards of black glass shattering and cascading like a metallic waterfall, massive steel support beams twisting and snapping with immense force. Every element of the destruction is brought into surreal, acute focus: individual chunks of burly concrete, and a roiling, turbulent pyroclastic cloud of dense gray dust and black smoke billowing outward and upward. Bright, direct sunlight captures every particle, shimmering the air with tiny shards and fragments of glass, creating a cold, eerie atmosphere of clinical awe at the sheer force of orchestrated destruction.", + "seed": 5197, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_13/index_147_seed_5197_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.46857282768469305, + "vlm_logprob": -0.46857282768469305, + "vlm_yes_no_margin": 1.95, + "vlm_token_credit": -0.46857282768469305, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4075970649719238 + ], + "opposite_logprob_tokens": [ + -0.2825971245765686 + ], + "logprob_reward": -1.4075970649719238, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4075970649719238, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.7563536167144775, + 0.03212443366646767, + 0.0361940898001194, + 0.05016454681754112, + 0.016667162999510765, + 0.008417483419179916, + 0.014514177106320858, + 0.0510905459523201, + 0.013618028722703457, + 0.020856015384197235 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -1.4075970649719238 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029919808730483055 + ], + "opposite_logprob_tokens": [ + -3.5299198627471924 + ], + "logprob_reward": -0.029919808730483055, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029919808730483055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34139686822891235, + 0.08302794396877289, + 0.051841411739587784, + 0.10001783818006516, + 0.08821474760770798, + 0.024039626121520996, + 0.15076406300067902, + 0.03759089857339859, + 0.034099891781806946, + 0.08900675177574158 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.029919808730483055 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.474373459815979 + ], + "opposite_logprob_tokens": [ + -0.974373459815979 + ], + "logprob_reward": -0.474373459815979, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.474373459815979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49130991101264954, + 0.12300132215023041, + 0.06825964897871017, + 0.06840992718935013, + 0.06309564411640167, + 0.03312264010310173, + 0.03831273689866066, + 0.04156963899731636, + 0.04806823283433914, + 0.02485034242272377 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.474373459815979 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4290248453617096 + ], + "opposite_logprob_tokens": [ + -1.0540248155593872 + ], + "logprob_reward": -0.4290248453617096, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4290248453617096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32870274782180786, + 0.06553838402032852, + 0.07803721725940704, + 0.06404441595077515, + 0.12293972074985504, + 0.03263406828045845, + 0.08092166483402252, + 0.08600873500108719, + 0.02909034490585327, + 0.11208269000053406 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.4290248453617096 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019489595433697104 + ], + "opposite_logprob_tokens": [ + -6.251948833465576 + ], + "logprob_reward": -0.0019489595433697104, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019489595433697104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48023247718811035, + 0.09641645848751068, + 0.02962506003677845, + 0.0846940129995346, + 0.04476224258542061, + 0.03412140533328056, + 0.030760586261749268, + 0.09920492768287659, + 0.04260340332984924, + 0.057579416781663895 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.0019489595433697104 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide shot captures a towering skyscraper, a modern monument of glass and steel, silhouetted against a pristine, cloudless blue sky. The sequence begins with a series of silent, oscillating flashes near its base, as the structure hangs motionless for a breathtaking moment before embarking on a violent, catastrophic implosion. The building collapses straight down, floors peeling away in a terrifyingly orderly sequence, shards of black glass shattering and cascading like a metallic waterfall, massive steel support beams twisting and snapping with immense force. Every element of the destruction is brought into surreal, acute focus: individual chunks of burly concrete, and a roiling, turbulent pyroclastic cloud of dense gray dust and black smoke billowing outward and upward. Bright, direct sunlight captures every particle, shimmering the air with tiny shards and fragments of glass, creating a cold, eerie atmosphere of clinical awe at the sheer force of orchestrated destruction.", + "seed": 5198, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_13/index_147_seed_5198_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.31797929503954947, + "vlm_logprob": -0.31797929503954947, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.31797929503954947, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25787824392318726 + ], + "opposite_logprob_tokens": [ + -1.507878303527832 + ], + "logprob_reward": -0.25787824392318726, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25787824392318726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2167832851409912, + 0.43011313676834106, + 0.05749328434467316, + 0.03803793713450432, + 0.010347181931138039, + 0.06270811706781387, + 0.043822094798088074, + 0.08522456139326096, + 0.027576185762882233, + 0.02789418213069439 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.25787824392318726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252337783575058 + ], + "opposite_logprob_tokens": [ + -1.5023378133773804 + ], + "logprob_reward": -0.252337783575058, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252337783575058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3003683090209961, + 0.10481147468090057, + 0.08359171450138092, + 0.07437282800674438, + 0.050473567098379135, + 0.043770935386419296, + 0.04490819200873375, + 0.17811937630176544, + 0.09989022463560104, + 0.019693370908498764 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.252337783575058 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994572222232819 + ], + "opposite_logprob_tokens": [ + -1.804945707321167 + ], + "logprob_reward": -0.17994572222232819, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994572222232819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30245885252952576, + 0.20026633143424988, + 0.11026611179113388, + 0.07862858474254608, + 0.03444306179881096, + 0.10455910861492157, + 0.03903111815452576, + 0.026003755629062653, + 0.061647769063711166, + 0.04269532486796379 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.17994572222232819 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983903527259827 + ], + "opposite_logprob_tokens": [ + -0.5233903527259827 + ], + "logprob_reward": -0.8983903527259827, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983903527259827, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09791531413793564, + 0.19381491839885712, + 0.06897987425327301, + 0.21655498445034027, + 0.07115429639816284, + 0.07035218179225922, + 0.0632372722029686, + 0.1414320021867752, + 0.036604370921850204, + 0.0399547703564167 + ], + "top_frames": [ + 3, + 1, + 7 + ], + "selected_reward": -0.8983903527259827 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013443727511912584 + ], + "opposite_logprob_tokens": [ + -6.626344203948975 + ], + "logprob_reward": -0.0013443727511912584, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013443727511912584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09179569035768509, + 0.10036976635456085, + 0.05333589017391205, + 0.22551396489143372, + 0.04928445816040039, + 0.07604620605707169, + 0.10218255966901779, + 0.12478096038103104, + 0.06988570839166641, + 0.10680483281612396 + ], + "top_frames": [ + 3, + 7, + 9 + ], + "selected_reward": -0.0013443727511912584 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide shot captures a towering skyscraper, a modern monument of glass and steel, silhouetted against a pristine, cloudless blue sky. The sequence begins with a series of silent, oscillating flashes near its base, as the structure hangs motionless for a breathtaking moment before embarking on a violent, catastrophic implosion. The building collapses straight down, floors peeling away in a terrifyingly orderly sequence, shards of black glass shattering and cascading like a metallic waterfall, massive steel support beams twisting and snapping with immense force. Every element of the destruction is brought into surreal, acute focus: individual chunks of burly concrete, and a roiling, turbulent pyroclastic cloud of dense gray dust and black smoke billowing outward and upward. Bright, direct sunlight captures every particle, shimmering the air with tiny shards and fragments of glass, creating a cold, eerie atmosphere of clinical awe at the sheer force of orchestrated destruction.", + "seed": 5199, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_13/index_147_seed_5199_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4256116814445704, + "vlm_logprob": -0.4256116814445704, + "vlm_yes_no_margin": 1.925, + "vlm_token_credit": -0.4256116814445704, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07748910784721375 + ], + "opposite_logprob_tokens": [ + -2.702489137649536 + ], + "logprob_reward": -0.07748910784721375, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07748910784721375, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36165952682495117, + 0.059577543288469315, + 0.08505348116159439, + 0.05509599298238754, + 0.051450278609991074, + 0.09159534424543381, + 0.13461759686470032, + 0.04625122621655464, + 0.06531655043363571, + 0.04938239976763725 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.07748910784721375 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8984814882278442 + ], + "opposite_logprob_tokens": [ + -0.5234814882278442 + ], + "logprob_reward": -0.8984814882278442, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8984814882278442, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.36456260085105896, + 0.049442216753959656, + 0.06925038248300552, + 0.04317663237452507, + 0.02129131741821766, + 0.10797864943742752, + 0.02213449962437153, + 0.07266134023666382, + 0.18714916706085205, + 0.062353212386369705 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.8984814882278442 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521682679653168 + ], + "opposite_logprob_tokens": [ + -1.5021682977676392 + ], + "logprob_reward": -0.2521682679653168, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521682679653168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.308223694562912, + 0.18772858381271362, + 0.08446133881807327, + 0.05436220392584801, + 0.050914913415908813, + 0.06343888491392136, + 0.08333835750818253, + 0.09287144243717194, + 0.03537176921963692, + 0.039288800209760666 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.2521682679653168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983975648880005 + ], + "opposite_logprob_tokens": [ + -0.5233975648880005 + ], + "logprob_reward": -0.8983975648880005, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983975648880005, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.5648345351219177, + 0.05074463039636612, + 0.04523603618144989, + 0.07182914018630981, + 0.04262733832001686, + 0.050443749874830246, + 0.023796729743480682, + 0.05355833098292351, + 0.049079637974500656, + 0.0478498749434948 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.8983975648880005 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015219782944768667 + ], + "opposite_logprob_tokens": [ + -6.501522064208984 + ], + "logprob_reward": -0.0015219782944768667, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015219782944768667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3857754170894623, + 0.05873449146747589, + 0.06467997282743454, + 0.05703820660710335, + 0.041293080896139145, + 0.05554746091365814, + 0.03923899307847023, + 0.17162162065505981, + 0.0542181096971035, + 0.07185257971286774 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0015219782944768667 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide shot captures a towering skyscraper, a modern monument of glass and steel, silhouetted against a pristine, cloudless blue sky. The sequence begins with a series of silent, oscillating flashes near its base, as the structure hangs motionless for a breathtaking moment before embarking on a violent, catastrophic implosion. The building collapses straight down, floors peeling away in a terrifyingly orderly sequence, shards of black glass shattering and cascading like a metallic waterfall, massive steel support beams twisting and snapping with immense force. Every element of the destruction is brought into surreal, acute focus: individual chunks of burly concrete, and a roiling, turbulent pyroclastic cloud of dense gray dust and black smoke billowing outward and upward. Bright, direct sunlight captures every particle, shimmering the air with tiny shards and fragments of glass, creating a cold, eerie atmosphere of clinical awe at the sheer force of orchestrated destruction.", + "seed": 5200, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_13/index_147_seed_5200_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.17146515545900912, + "vlm_logprob": -0.17146515545900912, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.17146515545900912, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2353138029575348 + ], + "opposite_logprob_tokens": [ + -1.6103137731552124 + ], + "logprob_reward": -0.2353138029575348, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2353138029575348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41750529408454895, + 0.22642086446285248, + 0.06670176237821579, + 0.13754960894584656, + 0.038572147488594055, + 0.020405588671565056, + 0.043134190142154694, + 0.014056108891963959, + 0.01981649361550808, + 0.015838000923395157 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.2353138029575348 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22582359611988068 + ], + "opposite_logprob_tokens": [ + -1.6008236408233643 + ], + "logprob_reward": -0.22582359611988068, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22582359611988068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2006058692932129, + 0.20254218578338623, + 0.09806015342473984, + 0.16226474940776825, + 0.03513103723526001, + 0.07336665689945221, + 0.06362991034984589, + 0.11673340946435928, + 0.038759954273700714, + 0.00890607200562954 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.22582359611988068 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14284561574459076 + ], + "opposite_logprob_tokens": [ + -2.017845630645752 + ], + "logprob_reward": -0.14284561574459076, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14284561574459076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23014545440673828, + 0.14072734117507935, + 0.0985187292098999, + 0.09131360054016113, + 0.07216635346412659, + 0.03881856054067612, + 0.14248023927211761, + 0.10272964835166931, + 0.05710277333855629, + 0.025997288525104523 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.14284561574459076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25215935707092285 + ], + "opposite_logprob_tokens": [ + -1.5021593570709229 + ], + "logprob_reward": -0.25215935707092285, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25215935707092285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14235110580921173, + 0.0900534838438034, + 0.11717858165502548, + 0.048328205943107605, + 0.061036672443151474, + 0.04931177198886871, + 0.2962110638618469, + 0.11737580597400665, + 0.05377164110541344, + 0.024381624534726143 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.25215935707092285 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a low-angle, static wide shot of a towering skyscraper made of glass and steel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the background show a pristine, cloudless blue sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do silent, oscillating flashes appear near the base of the building before the collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the building collapse straight down with floors peeling away in an orderly sequence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a roiling, turbulent cloud of dense gray dust and black smoke visible billowing outward and upward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011834054021164775 + ], + "opposite_logprob_tokens": [ + -6.75118350982666 + ], + "logprob_reward": -0.0011834054021164775, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011834054021164775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28258320689201355, + 0.07644052058458328, + 0.0884515643119812, + 0.07105875760316849, + 0.03310518339276314, + 0.04445062205195427, + 0.10050484538078308, + 0.11743666976690292, + 0.11684677749872208, + 0.0691218450665474 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.0011834054021164775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_14/index_tensor([7648, 7648])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_14/index_tensor([7648, 7648])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..96cd30651ad2dbe28c73bac209e42e5c74ca9dee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_14/index_tensor([7648, 7648])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close-up, static shot tightly captures a clump of glossy, jet-black bamboo stems, their perfectly smooth, polished surfaces gleaming with countless transparent water droplets left behind by a recent rain. Sharp, direct sunlight penetrates the scene, casting bright, mirror-like highlights on the curved stems and causing each water droplet to shimmer like a tiny lens. The background dissolves into a vibrant, out-of-focus bokeh of lush green leaves in a very shallow depth of field. In a sudden, twitching motion, the stems tremble violently, a violent movement that flings moisture explosively outward. This sends a shimmering spray of tiny water droplets flying through the air, each airborne droplet catching the intense sunlight as it arcs against the soft green background. The entire scene is rendered with a high-contrast digital look, characterized by deep, inky blacks, piercing white highlights, and crisp, surreal details, capturing this powerful yet fleeting moment of natural energy with pristine clarity.", + "seed": 20301, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_14/index_7648_seed_20301_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.48496743440628054, + "vlm_logprob": -0.48496743440628054, + "vlm_yes_no_margin": 2.799999976158142, + "vlm_token_credit": -0.48496743440628054, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034855324774980545 + ], + "opposite_logprob_tokens": [ + -3.409855365753174 + ], + "logprob_reward": -0.034855324774980545, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034855324774980545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16188107430934906, + 0.06967256963253021, + 0.452584832906723, + 0.034507833421230316, + 0.023990245535969734, + 0.022791346535086632, + 0.0957181453704834, + 0.03494530916213989, + 0.04787041246891022, + 0.056038208305835724 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.034855324774980545 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032042134553194046 + ], + "opposite_logprob_tokens": [ + -5.753204345703125 + ], + "logprob_reward": -0.0032042134553194046, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032042134553194046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04367507994174957, + 0.06736432760953903, + 0.2205086648464203, + 0.019454969093203545, + 0.015257725492119789, + 0.017189987003803253, + 0.02712292969226837, + 0.04464421421289444, + 0.02550463005900383, + 0.5192775130271912 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.0032042134553194046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952725186944008 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952725186944008, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952725186944008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28752073645591736, + 0.022646130993962288, + 0.17830978333950043, + 0.0560559518635273, + 0.02179817110300064, + 0.08264990895986557, + 0.06559906154870987, + 0.034326810389757156, + 0.07997304946184158, + 0.17112039029598236 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.005952725186944008 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2378993034362793 + ], + "opposite_logprob_tokens": [ + -0.11289922893047333 + ], + "logprob_reward": -2.2378993034362793, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2378993034362793, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11762066930532455, + 0.042197417467832565, + 0.11658412218093872, + 0.05502784997224808, + 0.019795814529061317, + 0.015180972404778004, + 0.07901901751756668, + 0.03427165001630783, + 0.03017311356961727, + 0.49012938141822815 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -2.2378993034362793 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14292560517787933 + ], + "opposite_logprob_tokens": [ + -2.017925500869751 + ], + "logprob_reward": -0.14292560517787933, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14292560517787933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3491048514842987, + 0.0876336470246315, + 0.14781230688095093, + 0.05483830347657204, + 0.019936228170990944, + 0.018275417387485504, + 0.03219689801335335, + 0.06893032789230347, + 0.04879647120833397, + 0.17247554659843445 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.14292560517787933 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot tightly captures a clump of glossy, jet-black bamboo stems, their perfectly smooth, polished surfaces gleaming with countless transparent water droplets left behind by a recent rain. Sharp, direct sunlight penetrates the scene, casting bright, mirror-like highlights on the curved stems and causing each water droplet to shimmer like a tiny lens. The background dissolves into a vibrant, out-of-focus bokeh of lush green leaves in a very shallow depth of field. In a sudden, twitching motion, the stems tremble violently, a violent movement that flings moisture explosively outward. This sends a shimmering spray of tiny water droplets flying through the air, each airborne droplet catching the intense sunlight as it arcs against the soft green background. The entire scene is rendered with a high-contrast digital look, characterized by deep, inky blacks, piercing white highlights, and crisp, surreal details, capturing this powerful yet fleeting moment of natural energy with pristine clarity.", + "seed": 20302, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_14/index_7648_seed_20302_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4709913544356823, + "vlm_logprob": -0.4709913544356823, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.4709913544356823, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31523171067237854 + ], + "opposite_logprob_tokens": [ + -1.3152316808700562 + ], + "logprob_reward": -0.31523171067237854, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31523171067237854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20291484892368317, + 0.2092139720916748, + 0.06164116784930229, + 0.07837178558111191, + 0.13487884402275085, + 0.048511818051338196, + 0.022414805367588997, + 0.015253576450049877, + 0.16068854928016663, + 0.06611067801713943 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.31523171067237854 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606480538845062 + ], + "opposite_logprob_tokens": [ + -3.895606517791748 + ], + "logprob_reward": -0.020606480538845062, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606480538845062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07410598546266556, + 0.10002528131008148, + 0.09246187657117844, + 0.07905598729848862, + 0.07438456267118454, + 0.04128732904791832, + 0.03067106194794178, + 0.03501007333397865, + 0.33078545331954956, + 0.142212375998497 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.020606480538845062 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012550774961709976 + ], + "opposite_logprob_tokens": [ + -4.3875508308410645 + ], + "logprob_reward": -0.012550774961709976, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012550774961709976, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2125285416841507, + 0.3056662082672119, + 0.09501296281814575, + 0.07305673509836197, + 0.03827112168073654, + 0.010264633223414421, + 0.08026982843875885, + 0.02276812121272087, + 0.09836285561323166, + 0.06379898637533188 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.012550774961709976 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.8048630952835083 + ], + "opposite_logprob_tokens": [ + -0.1798630654811859 + ], + "logprob_reward": -1.8048630952835083, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.8048630952835083, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09531307220458984, + 0.32195019721984863, + 0.029541902244091034, + 0.03293938934803009, + 0.07322899997234344, + 0.025298377498984337, + 0.04995120316743851, + 0.06638379395008087, + 0.10708650201559067, + 0.19830650091171265 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -1.8048630952835083 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2017047107219696 + ], + "opposite_logprob_tokens": [ + -1.701704740524292 + ], + "logprob_reward": -0.2017047107219696, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2017047107219696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1492651253938675, + 0.13148561120033264, + 0.07660210877656937, + 0.09742560237646103, + 0.12222462892532349, + 0.04009263962507248, + 0.04519907012581825, + 0.02954457886517048, + 0.16865412890911102, + 0.1395065039396286 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.2017047107219696 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot tightly captures a clump of glossy, jet-black bamboo stems, their perfectly smooth, polished surfaces gleaming with countless transparent water droplets left behind by a recent rain. Sharp, direct sunlight penetrates the scene, casting bright, mirror-like highlights on the curved stems and causing each water droplet to shimmer like a tiny lens. The background dissolves into a vibrant, out-of-focus bokeh of lush green leaves in a very shallow depth of field. In a sudden, twitching motion, the stems tremble violently, a violent movement that flings moisture explosively outward. This sends a shimmering spray of tiny water droplets flying through the air, each airborne droplet catching the intense sunlight as it arcs against the soft green background. The entire scene is rendered with a high-contrast digital look, characterized by deep, inky blacks, piercing white highlights, and crisp, surreal details, capturing this powerful yet fleeting moment of natural energy with pristine clarity.", + "seed": 20303, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_14/index_7648_seed_20303_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.617568995570764, + "vlm_logprob": -0.617568995570764, + "vlm_yes_no_margin": 3.175000023841858, + "vlm_token_credit": -0.617568995570764, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008144855499267578 + ], + "opposite_logprob_tokens": [ + -5.133144855499268 + ], + "logprob_reward": -0.008144855499267578, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.008144855499267578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06664246320724487, + 0.06851770728826523, + 0.15676860511302948, + 0.024503080174326897, + 0.0728747546672821, + 0.060481954365968704, + 0.21477699279785156, + 0.04878278821706772, + 0.02339465357363224, + 0.2632569670677185 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.008144855499267578 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015241208020597696 + ], + "opposite_logprob_tokens": [ + -6.501523971557617 + ], + "logprob_reward": -0.0015241208020597696, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015241208020597696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07925630360841751, + 0.11403252184391022, + 0.06409168243408203, + 0.03050461784005165, + 0.05474943295121193, + 0.08034943789243698, + 0.2969185411930084, + 0.1275043785572052, + 0.020543105900287628, + 0.13204997777938843 + ], + "top_frames": [ + 6, + 9, + 7 + ], + "selected_reward": -0.0015241208020597696 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258182529360056 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258182529360056, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258182529360056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07433068752288818, + 0.03947164863348007, + 0.03684401512145996, + 0.02781865745782852, + 0.03736930340528488, + 0.035283736884593964, + 0.24858389794826508, + 0.3822955787181854, + 0.015662044286727905, + 0.10234037041664124 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.005258182529360056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.9299263954162598 + ], + "opposite_logprob_tokens": [ + -0.05492642521858215 + ], + "logprob_reward": -2.9299263954162598, + "yes_no_margin_reward": -2.875, + "token_credit_reward": -2.9299263954162598, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.043798550963401794, + 0.02729479968547821, + 0.045735977590084076, + 0.053541991859674454, + 0.044266317039728165, + 0.24131134152412415, + 0.34592539072036743, + 0.10491344332695007, + 0.06932122260332108, + 0.023891042917966843 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -2.9299263954162598 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14299142360687256 + ], + "opposite_logprob_tokens": [ + -2.017991542816162 + ], + "logprob_reward": -0.14299142360687256, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14299142360687256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07422209531068802, + 0.036761485040187836, + 0.09277064353227615, + 0.033338624984025955, + 0.05383802950382233, + 0.3003903329372406, + 0.21115782856941223, + 0.055197764188051224, + 0.05266924574971199, + 0.08965399861335754 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.14299142360687256 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static shot tightly captures a clump of glossy, jet-black bamboo stems, their perfectly smooth, polished surfaces gleaming with countless transparent water droplets left behind by a recent rain. Sharp, direct sunlight penetrates the scene, casting bright, mirror-like highlights on the curved stems and causing each water droplet to shimmer like a tiny lens. The background dissolves into a vibrant, out-of-focus bokeh of lush green leaves in a very shallow depth of field. In a sudden, twitching motion, the stems tremble violently, a violent movement that flings moisture explosively outward. This sends a shimmering spray of tiny water droplets flying through the air, each airborne droplet catching the intense sunlight as it arcs against the soft green background. The entire scene is rendered with a high-contrast digital look, characterized by deep, inky blacks, piercing white highlights, and crisp, surreal details, capturing this powerful yet fleeting moment of natural energy with pristine clarity.", + "seed": 20304, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_14/index_7648_seed_20304_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2746299298480153, + "vlm_logprob": -0.2746299298480153, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.2746299298480153, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007449112366884947 + ], + "opposite_logprob_tokens": [ + -5.257449150085449 + ], + "logprob_reward": -0.007449112366884947, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007449112366884947, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2256225049495697, + 0.10847393423318863, + 0.037666451185941696, + 0.24507035315036774, + 0.057016510516405106, + 0.022235684096813202, + 0.06700190901756287, + 0.03135276585817337, + 0.10324382781982422, + 0.10231602936983109 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.007449112366884947 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089484095573425 + ], + "opposite_logprob_tokens": [ + -4.14108943939209 + ], + "logprob_reward": -0.016089484095573425, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089484095573425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06328212469816208, + 0.4764421582221985, + 0.06836172938346863, + 0.18998998403549194, + 0.08222939074039459, + 0.008241765201091766, + 0.027517694979906082, + 0.02626238949596882, + 0.02225189469754696, + 0.03542090207338333 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.016089484095573425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024926564656198025 + ], + "opposite_logprob_tokens": [ + -6.002492427825928 + ], + "logprob_reward": -0.0024926564656198025, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024926564656198025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.139785498380661, + 0.19384801387786865, + 0.07199364900588989, + 0.1531413346529007, + 0.06301157921552658, + 0.03954198956489563, + 0.08292997628450394, + 0.13154956698417664, + 0.08403988182544708, + 0.04015849158167839 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.0024926564656198025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3133959770202637 + ], + "opposite_logprob_tokens": [ + -0.31339600682258606 + ], + "logprob_reward": -1.3133959770202637, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3133959770202637, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.03696153312921524, + 0.08064018189907074, + 0.06085466966032982, + 0.5732378959655762, + 0.04860846325755119, + 0.015680717304348946, + 0.028606561943888664, + 0.028332451358437538, + 0.0965670645236969, + 0.030510416254401207 + ], + "top_frames": [ + 3, + 8, + 1 + ], + "selected_reward": -1.3133959770202637 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up view of glossy, jet-black bamboo stems?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bamboo stems covered in transparent water droplets that shimmer like tiny lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the background dissolve into a vibrant, out-of-focus bokeh of lush green leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the bamboo stems exhibit a sudden, violent twitching motion that flings moisture explosively outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with a high-contrast digital look featuring deep inky blacks and piercing white highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033722419291734695 + ], + "opposite_logprob_tokens": [ + -3.408722400665283 + ], + "logprob_reward": -0.033722419291734695, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033722419291734695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14509934186935425, + 0.27738454937934875, + 0.03138045594096184, + 0.2142375409603119, + 0.08971225470304489, + 0.017485978081822395, + 0.029634224250912666, + 0.03548184782266617, + 0.08297359943389893, + 0.07661020755767822 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.033722419291734695 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_15/index_tensor([2990, 2990])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_15/index_tensor([2990, 2990])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b038ae48a4990d06298bb684c3961ba141e23ed1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_15/index_tensor([2990, 2990])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "powerful, high-angle shot, panning slowly downward, focuses on a massive Tyrannosaurus Rex, standing tall in a pristine jungle clearing, muddy and scoured by heavy rain. Its rough, battle-worn scales, a cacophony of dark brown and dark green, reflect a cold, damp sheen under the gloomy sky. The pouring rain trickles down the furrows of its muscular form. Its powerful hind legs, sunk deep into the churning, dark brown mud, steadily support its massive frame, each strained muscle brimming with explosive force. Suddenly, it thrusts its massive head skyward, its abyssal maw gaping open without warning, unleashing a deafening, air-rending roar. Within its mouth, we can clearly see the crimson flesh and rows of dagger-sharp, blood-stained teeth. This furious roar seemed to shake the entire camera, shaking the dense rain into a white mist around its mouth. At the same time, its thick tail lashed violently behind it, flinging mud and broken ferns into the air. Occasionally, pale lightning flashed across the gray sky, momentarily illuminating its hideous outline. The entire image was shrouded in a sense of primitive, violent, and unstoppable power, with a cold and heavy tone.", + "seed": 13632, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_15/index_2990_seed_13632_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.102635133638978, + "vlm_logprob": -0.102635133638978, + "vlm_yes_no_margin": 3.250000011920929, + "vlm_token_credit": -0.102635133638978, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02785668522119522 + ], + "opposite_logprob_tokens": [ + -3.6528565883636475 + ], + "logprob_reward": -0.02785668522119522, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02785668522119522, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23606809973716736, + 0.0797041729092598, + 0.09038401395082474, + 0.1669553518295288, + 0.10301724821329117, + 0.07843533158302307, + 0.08796253055334091, + 0.04118414223194122, + 0.08635349571704865, + 0.029935570433735847 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.02785668522119522 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561369687318802 + ], + "opposite_logprob_tokens": [ + -4.387561321258545 + ], + "logprob_reward": -0.012561369687318802, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561369687318802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1722680777311325, + 0.18258439004421234, + 0.07464714348316193, + 0.10087069123983383, + 0.08800224214792252, + 0.036289338022470474, + 0.07726327329874039, + 0.06469021737575531, + 0.08517827838659286, + 0.11820631474256516 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.012561369687318802 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292966187000275 + ], + "opposite_logprob_tokens": [ + -3.7732930183410645 + ], + "logprob_reward": -0.023292966187000275, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292966187000275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3361298739910126, + 0.08506415784358978, + 0.06567873060703278, + 0.08972382545471191, + 0.09624335169792175, + 0.06391766667366028, + 0.07620721310377121, + 0.03477173671126366, + 0.0785774290561676, + 0.07368598133325577 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.023292966187000275 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580438897013664 + ], + "opposite_logprob_tokens": [ + -3.895580530166626 + ], + "logprob_reward": -0.020580438897013664, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580438897013664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16848953068256378, + 0.22969980537891388, + 0.09401047974824905, + 0.2610301673412323, + 0.06451251357793808, + 0.05151861906051636, + 0.03842324763536453, + 0.02548207901418209, + 0.03752826526761055, + 0.029305333271622658 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.020580438897013664 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42888420820236206 + ], + "opposite_logprob_tokens": [ + -1.0538842678070068 + ], + "logprob_reward": -0.42888420820236206, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42888420820236206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2769114673137665, + 0.06740683317184448, + 0.10211888700723648, + 0.1558813899755478, + 0.08221007138490677, + 0.05947840213775635, + 0.03150982782244682, + 0.04790506511926651, + 0.1344434916973114, + 0.0421345978975296 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.42888420820236206 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, high-angle shot, panning slowly downward, focuses on a massive Tyrannosaurus Rex, standing tall in a pristine jungle clearing, muddy and scoured by heavy rain. Its rough, battle-worn scales, a cacophony of dark brown and dark green, reflect a cold, damp sheen under the gloomy sky. The pouring rain trickles down the furrows of its muscular form. Its powerful hind legs, sunk deep into the churning, dark brown mud, steadily support its massive frame, each strained muscle brimming with explosive force. Suddenly, it thrusts its massive head skyward, its abyssal maw gaping open without warning, unleashing a deafening, air-rending roar. Within its mouth, we can clearly see the crimson flesh and rows of dagger-sharp, blood-stained teeth. This furious roar seemed to shake the entire camera, shaking the dense rain into a white mist around its mouth. At the same time, its thick tail lashed violently behind it, flinging mud and broken ferns into the air. Occasionally, pale lightning flashed across the gray sky, momentarily illuminating its hideous outline. The entire image was shrouded in a sense of primitive, violent, and unstoppable power, with a cold and heavy tone.", + "seed": 13633, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_15/index_2990_seed_13633_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18276028698310257, + "vlm_logprob": -0.18276028698310257, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.18276028698310257, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2821398973464966 + ], + "opposite_logprob_tokens": [ + -1.4071398973464966 + ], + "logprob_reward": -0.2821398973464966, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2821398973464966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16781874001026154, + 0.05152032896876335, + 0.08603700995445251, + 0.05571148172020912, + 0.11482289433479309, + 0.281071275472641, + 0.06613738089799881, + 0.04018424451351166, + 0.02354210801422596, + 0.11315453052520752 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.2821398973464966 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009805017150938511 + ], + "opposite_logprob_tokens": [ + -4.634805202484131 + ], + "logprob_reward": -0.009805017150938511, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009805017150938511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0993007943034172, + 0.08025681227445602, + 0.041571926325559616, + 0.0569731742143631, + 0.3272237777709961, + 0.1517033576965332, + 0.04209916293621063, + 0.08267541974782944, + 0.05864233523607254, + 0.059553224593400955 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.009805017150938511 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810246288776398 + ], + "opposite_logprob_tokens": [ + -3.288102388381958 + ], + "logprob_reward": -0.03810246288776398, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810246288776398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07960616797208786, + 0.07722090184688568, + 0.057896845042705536, + 0.08430762588977814, + 0.04778667911887169, + 0.4490591585636139, + 0.03527364879846573, + 0.05221794918179512, + 0.04383482038974762, + 0.07279618084430695 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.03810246288776398 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625991944223642 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007625991944223642, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625991944223642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15918675065040588, + 0.05543908104300499, + 0.05148414149880409, + 0.13902784883975983, + 0.16859230399131775, + 0.13964784145355225, + 0.08363067358732224, + 0.09929171949625015, + 0.03419698029756546, + 0.06950262933969498 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.007625991944223642 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761280655860901 + ], + "opposite_logprob_tokens": [ + -0.8261280655860901 + ], + "logprob_reward": -0.5761280655860901, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761280655860901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1384599655866623, + 0.06299354881048203, + 0.03201717138290405, + 0.11833363771438599, + 0.16527602076530457, + 0.3335643410682678, + 0.03227170929312706, + 0.02866853028535843, + 0.041645169258117676, + 0.04676995053887367 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.5761280655860901 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, high-angle shot, panning slowly downward, focuses on a massive Tyrannosaurus Rex, standing tall in a pristine jungle clearing, muddy and scoured by heavy rain. Its rough, battle-worn scales, a cacophony of dark brown and dark green, reflect a cold, damp sheen under the gloomy sky. The pouring rain trickles down the furrows of its muscular form. Its powerful hind legs, sunk deep into the churning, dark brown mud, steadily support its massive frame, each strained muscle brimming with explosive force. Suddenly, it thrusts its massive head skyward, its abyssal maw gaping open without warning, unleashing a deafening, air-rending roar. Within its mouth, we can clearly see the crimson flesh and rows of dagger-sharp, blood-stained teeth. This furious roar seemed to shake the entire camera, shaking the dense rain into a white mist around its mouth. At the same time, its thick tail lashed violently behind it, flinging mud and broken ferns into the air. Occasionally, pale lightning flashed across the gray sky, momentarily illuminating its hideous outline. The entire image was shrouded in a sense of primitive, violent, and unstoppable power, with a cold and heavy tone.", + "seed": 13634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_15/index_2990_seed_13634_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1831014740280807, + "vlm_logprob": -0.1831014740280807, + "vlm_yes_no_margin": 2.875000011920929, + "vlm_token_credit": -0.1831014740280807, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5243180990219116 + ], + "opposite_logprob_tokens": [ + -0.8993180990219116 + ], + "logprob_reward": -0.5243180990219116, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5243180990219116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1096460372209549, + 0.07895143330097198, + 0.05041992664337158, + 0.22600151598453522, + 0.1956949681043625, + 0.08661181479692459, + 0.1229696273803711, + 0.056954458355903625, + 0.03155095875263214, + 0.041199199855327606 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.5243180990219116 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006757857743650675 + ], + "opposite_logprob_tokens": [ + -5.006757736206055 + ], + "logprob_reward": -0.006757857743650675, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006757857743650675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12024810165166855, + 0.07471758127212524, + 0.04059380665421486, + 0.1688404381275177, + 0.17234142124652863, + 0.10036063939332962, + 0.1382025182247162, + 0.08528605848550797, + 0.03445018455386162, + 0.06495922058820724 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.006757857743650675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291684687137604 + ], + "opposite_logprob_tokens": [ + -3.77329158782959 + ], + "logprob_reward": -0.023291684687137604, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291684687137604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18179236352443695, + 0.20064960420131683, + 0.05721250921487808, + 0.09352125972509384, + 0.04421554505825043, + 0.05477965995669365, + 0.0860496535897255, + 0.09620539844036102, + 0.03785493224859238, + 0.14771907031536102 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.023291684687137604 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535824440419674 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012535824440419674, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535824440419674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2604570686817169, + 0.1362844854593277, + 0.03278178721666336, + 0.22288094460964203, + 0.060128651559352875, + 0.04824325069785118, + 0.06652554124593735, + 0.09478534758090973, + 0.02746000327169895, + 0.05045294761657715 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.012535824440419674 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34860390424728394 + ], + "opposite_logprob_tokens": [ + -1.2236039638519287 + ], + "logprob_reward": -0.34860390424728394, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34860390424728394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1786164492368698, + 0.11707981675863266, + 0.10089601576328278, + 0.08911121636629105, + 0.16306079924106598, + 0.10235584527254105, + 0.17164844274520874, + 0.01423193421214819, + 0.03290480747818947, + 0.030094660818576813 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.34860390424728394 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "powerful, high-angle shot, panning slowly downward, focuses on a massive Tyrannosaurus Rex, standing tall in a pristine jungle clearing, muddy and scoured by heavy rain. Its rough, battle-worn scales, a cacophony of dark brown and dark green, reflect a cold, damp sheen under the gloomy sky. The pouring rain trickles down the furrows of its muscular form. Its powerful hind legs, sunk deep into the churning, dark brown mud, steadily support its massive frame, each strained muscle brimming with explosive force. Suddenly, it thrusts its massive head skyward, its abyssal maw gaping open without warning, unleashing a deafening, air-rending roar. Within its mouth, we can clearly see the crimson flesh and rows of dagger-sharp, blood-stained teeth. This furious roar seemed to shake the entire camera, shaking the dense rain into a white mist around its mouth. At the same time, its thick tail lashed violently behind it, flinging mud and broken ferns into the air. Occasionally, pale lightning flashed across the gray sky, momentarily illuminating its hideous outline. The entire image was shrouded in a sense of primitive, violent, and unstoppable power, with a cold and heavy tone.", + "seed": 13635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_15/index_2990_seed_13635_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07929488997906446, + "vlm_logprob": -0.07929488997906446, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07929488997906446, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043681178241968155 + ], + "opposite_logprob_tokens": [ + -3.1686811447143555 + ], + "logprob_reward": -0.043681178241968155, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043681178241968155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16135285794734955, + 0.11218230426311493, + 0.016940152272582054, + 0.03853725269436836, + 0.08361820876598358, + 0.13627298176288605, + 0.10119513422250748, + 0.064372219145298, + 0.07482334226369858, + 0.21070557832717896 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.043681178241968155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012554895132780075 + ], + "opposite_logprob_tokens": [ + -4.387555122375488 + ], + "logprob_reward": -0.012554895132780075, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012554895132780075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07784481346607208, + 0.2891015410423279, + 0.06482325494289398, + 0.12880903482437134, + 0.0720178410410881, + 0.07206125557422638, + 0.06246383488178253, + 0.0695953443646431, + 0.06718812882900238, + 0.09609498828649521 + ], + "top_frames": [ + 1, + 3, + 9 + ], + "selected_reward": -0.012554895132780075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818847469985485 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.01818847469985485, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818847469985485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14203274250030518, + 0.0731762945652008, + 0.02812034636735916, + 0.030593501403927803, + 0.11500545591115952, + 0.26239484548568726, + 0.10566558688879013, + 0.07268644124269485, + 0.09665115177631378, + 0.07367362827062607 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.01818847469985485 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008634612895548344 + ], + "opposite_logprob_tokens": [ + -4.758634567260742 + ], + "logprob_reward": -0.008634612895548344, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008634612895548344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.137388676404953, + 0.05598987266421318, + 0.03635447099804878, + 0.06754839420318604, + 0.06254717707633972, + 0.11810614168643951, + 0.053617849946022034, + 0.32327714562416077, + 0.07605690509080887, + 0.0691133663058281 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.008634612895548344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive Tyrannosaurus Rex standing in a jungle clearing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the T-Rex's skin rough, battle-worn, and colored in dark brown and dark green with a damp sheen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the T-Rex thrust its head skyward and open its mouth to reveal crimson flesh and blood-stained teeth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene characterized by heavy rain, muddy ground, and occasional pale lightning flashes in a gray sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start with a high-angle shot and pan slowly downward?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134152889251709 + ], + "opposite_logprob_tokens": [ + -1.313415288925171 + ], + "logprob_reward": -0.3134152889251709, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134152889251709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2679140269756317, + 0.08184316754341125, + 0.06419233232736588, + 0.04128945618867874, + 0.07331906259059906, + 0.09601768106222153, + 0.10317773371934891, + 0.07303714752197266, + 0.09562966972589493, + 0.10357965528964996 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.3134152889251709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_2/index_tensor([2984, 2984])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_2/index_tensor([2984, 2984])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b3d7451f8767bd098791abbd98558e1b28661093 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_2/index_tensor([2984, 2984])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly advancing close-up focuses on a highly realistic globe perched on a dark wood base, its brass metal stand gleaming with a vintage patina in the soft interior light. The globe itself has a matte finish, with meticulously rendered mountains, rivers, and national borders clearly visible, and the continents rendered in rich ochres and forest greens. Initially, the deep blue portion of the globe, representing the oceans, appears as calm as a mirror. Then, minute ripples begin to form on the surface, and countless tiny bubbles quietly emerge from the \"seafloor,\" rapidly accumulating. Within seconds, this microscopic turmoil erupts into a violent, roiling boil. The surging \"seawater\" churns violently around the edges of miniature continental plates, and thick, scalding white steam rises from it, curling and enveloping the upper half of the globe, blurring the outlines of the continents. Warm overhead light penetrates the expanding mass of steam, forming dramatic beams of light, while the violently boiling water below reflects the light, forming countless flickering highlights. The entire scene takes place in an eerie silence, creating a surreal and ominous atmosphere.", + "seed": 19942, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_2/index_2984_seed_19942_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08331929089035839, + "vlm_logprob": -0.08331929089035839, + "vlm_yes_no_margin": 4.45, + "vlm_token_credit": -0.08331929089035839, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38803136348724365 + ], + "opposite_logprob_tokens": [ + -1.1380313634872437 + ], + "logprob_reward": -0.38803136348724365, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38803136348724365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051123932003974915, + 0.023740382865071297, + 0.2777594327926636, + 0.4611823260784149, + 0.04396254941821098, + 0.018786761909723282, + 0.02508353628218174, + 0.026775779202580452, + 0.04404953122138977, + 0.02753579244017601 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.38803136348724365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609734259545803 + ], + "opposite_logprob_tokens": [ + -4.141097545623779 + ], + "logprob_reward": -0.01609734259545803, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609734259545803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06921438872814178, + 0.028273504227399826, + 0.11190097033977509, + 0.47550275921821594, + 0.06668774783611298, + 0.08765493333339691, + 0.03234062343835831, + 0.05218721926212311, + 0.02108989655971527, + 0.05514797195792198 + ], + "top_frames": [ + 3, + 2, + 5 + ], + "selected_reward": -0.01609734259545803 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647141046822071 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008647141046822071, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647141046822071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07625545561313629, + 0.04077626392245293, + 0.21582390367984772, + 0.21322526037693024, + 0.035930290818214417, + 0.1316528469324112, + 0.03948071971535683, + 0.13169533014297485, + 0.060562118887901306, + 0.054597776383161545 + ], + "top_frames": [ + 2, + 3, + 7 + ], + "selected_reward": -0.008647141046822071 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013338964199647307 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013338964199647307, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013338964199647307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03631535917520523, + 0.02145458571612835, + 0.10329378396272659, + 0.5162367224693298, + 0.01975392736494541, + 0.03066600300371647, + 0.02271472103893757, + 0.1481049358844757, + 0.03253388777375221, + 0.0689261332154274 + ], + "top_frames": [ + 3, + 7, + 2 + ], + "selected_reward": -0.0013338964199647307 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024867109023034573 + ], + "opposite_logprob_tokens": [ + -6.002486705780029 + ], + "logprob_reward": -0.0024867109023034573, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024867109023034573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.056720707565546036, + 0.02041836455464363, + 0.09555469453334808, + 0.503009557723999, + 0.03209858760237694, + 0.03331346437335014, + 0.02673071250319481, + 0.05274248495697975, + 0.08034975826740265, + 0.09906163066625595 + ], + "top_frames": [ + 3, + 9, + 2 + ], + "selected_reward": -0.0024867109023034573 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing close-up focuses on a highly realistic globe perched on a dark wood base, its brass metal stand gleaming with a vintage patina in the soft interior light. The globe itself has a matte finish, with meticulously rendered mountains, rivers, and national borders clearly visible, and the continents rendered in rich ochres and forest greens. Initially, the deep blue portion of the globe, representing the oceans, appears as calm as a mirror. Then, minute ripples begin to form on the surface, and countless tiny bubbles quietly emerge from the \"seafloor,\" rapidly accumulating. Within seconds, this microscopic turmoil erupts into a violent, roiling boil. The surging \"seawater\" churns violently around the edges of miniature continental plates, and thick, scalding white steam rises from it, curling and enveloping the upper half of the globe, blurring the outlines of the continents. Warm overhead light penetrates the expanding mass of steam, forming dramatic beams of light, while the violently boiling water below reflects the light, forming countless flickering highlights. The entire scene takes place in an eerie silence, creating a surreal and ominous atmosphere.", + "seed": 19943, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_2/index_2984_seed_19943_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12085832026787102, + "vlm_logprob": -0.12085832026787102, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.12085832026787102, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5765863060951233 + ], + "opposite_logprob_tokens": [ + -0.8265863060951233 + ], + "logprob_reward": -0.5765863060951233, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5765863060951233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32696011662483215, + 0.07026545703411102, + 0.09234903752803802, + 0.04417557269334793, + 0.13678057491779327, + 0.06164747476577759, + 0.024263666942715645, + 0.08633982390165329, + 0.040354859083890915, + 0.1168634220957756 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.5765863060951233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979935098439455 + ], + "opposite_logprob_tokens": [ + -4.634799480438232 + ], + "logprob_reward": -0.00979935098439455, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979935098439455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10593464225530624, + 0.04918240010738373, + 0.06658002734184265, + 0.054567184299230576, + 0.13012532889842987, + 0.1583118587732315, + 0.026740308851003647, + 0.04886237531900406, + 0.3015250861644745, + 0.05817078426480293 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.00979935098439455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078042909502983 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.011078042909502983, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078042909502983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1591653972864151, + 0.055173199623823166, + 0.07723057270050049, + 0.03746150806546211, + 0.04058603569865227, + 0.03667067363858223, + 0.050879355520009995, + 0.0620843805372715, + 0.3689030706882477, + 0.11184573173522949 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.011078042909502983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002193784574046731 + ], + "opposite_logprob_tokens": [ + -6.127193927764893 + ], + "logprob_reward": -0.002193784574046731, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002193784574046731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15235336124897003, + 0.040083687752485275, + 0.05300082266330719, + 0.03857727348804474, + 0.08637607842683792, + 0.04788956418633461, + 0.032538361847400665, + 0.0689280703663826, + 0.38459429144859314, + 0.09565852582454681 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.002193784574046731 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634116776287556 + ], + "opposite_logprob_tokens": [ + -5.379633903503418 + ], + "logprob_reward": -0.004634116776287556, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634116776287556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2080213725566864, + 0.10339964926242828, + 0.0421832874417305, + 0.04346650466322899, + 0.06825097650289536, + 0.10999627411365509, + 0.05177447572350502, + 0.18111300468444824, + 0.07408252358436584, + 0.11771192401647568 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.004634116776287556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing close-up focuses on a highly realistic globe perched on a dark wood base, its brass metal stand gleaming with a vintage patina in the soft interior light. The globe itself has a matte finish, with meticulously rendered mountains, rivers, and national borders clearly visible, and the continents rendered in rich ochres and forest greens. Initially, the deep blue portion of the globe, representing the oceans, appears as calm as a mirror. Then, minute ripples begin to form on the surface, and countless tiny bubbles quietly emerge from the \"seafloor,\" rapidly accumulating. Within seconds, this microscopic turmoil erupts into a violent, roiling boil. The surging \"seawater\" churns violently around the edges of miniature continental plates, and thick, scalding white steam rises from it, curling and enveloping the upper half of the globe, blurring the outlines of the continents. Warm overhead light penetrates the expanding mass of steam, forming dramatic beams of light, while the violently boiling water below reflects the light, forming countless flickering highlights. The entire scene takes place in an eerie silence, creating a surreal and ominous atmosphere.", + "seed": 19944, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_2/index_2984_seed_19944_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02242367366561666, + "vlm_logprob": -0.02242367366561666, + "vlm_yes_no_margin": 4.95, + "vlm_token_credit": -0.02242367366561666, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.089409738779068 + ], + "opposite_logprob_tokens": [ + -2.464409828186035 + ], + "logprob_reward": -0.089409738779068, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.089409738779068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1634272038936615, + 0.12609195709228516, + 0.1066908985376358, + 0.10229207575321198, + 0.0720791220664978, + 0.04376162216067314, + 0.18945597112178802, + 0.05161253362894058, + 0.09825575351715088, + 0.04633289575576782 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.089409738779068 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012560663744807243 + ], + "opposite_logprob_tokens": [ + -4.387560844421387 + ], + "logprob_reward": -0.012560663744807243, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012560663744807243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12121644616127014, + 0.19391874969005585, + 0.08923192322254181, + 0.0860038548707962, + 0.07546143978834152, + 0.12595506012439728, + 0.0823969691991806, + 0.06858287751674652, + 0.06116105243563652, + 0.09607157111167908 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.012560663744807243 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067444778978824615 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.0067444778978824615, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067444778978824615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10681844502687454, + 0.08220958709716797, + 0.17744547128677368, + 0.11308799684047699, + 0.049524202942848206, + 0.12269066274166107, + 0.09119140356779099, + 0.11540574580430984, + 0.07156343758106232, + 0.07006300985813141 + ], + "top_frames": [ + 2, + 5, + 7 + ], + "selected_reward": -0.0067444778978824615 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009176096064038575 + ], + "opposite_logprob_tokens": [ + -7.000917434692383 + ], + "logprob_reward": -0.0009176096064038575, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009176096064038575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10740987956523895, + 0.056269969791173935, + 0.07683102786540985, + 0.060040321201086044, + 0.10621456801891327, + 0.18771207332611084, + 0.09302562475204468, + 0.05394153669476509, + 0.15997764468193054, + 0.0985773354768753 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.0009176096064038575 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002485878299921751 + ], + "opposite_logprob_tokens": [ + -6.002485752105713 + ], + "logprob_reward": -0.002485878299921751, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002485878299921751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07543386518955231, + 0.0536743700504303, + 0.06828684359788895, + 0.038723550736904144, + 0.05740506947040558, + 0.16118766367435455, + 0.19466646015644073, + 0.04780852422118187, + 0.24588246643543243, + 0.05693120136857033 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.002485878299921751 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing close-up focuses on a highly realistic globe perched on a dark wood base, its brass metal stand gleaming with a vintage patina in the soft interior light. The globe itself has a matte finish, with meticulously rendered mountains, rivers, and national borders clearly visible, and the continents rendered in rich ochres and forest greens. Initially, the deep blue portion of the globe, representing the oceans, appears as calm as a mirror. Then, minute ripples begin to form on the surface, and countless tiny bubbles quietly emerge from the \"seafloor,\" rapidly accumulating. Within seconds, this microscopic turmoil erupts into a violent, roiling boil. The surging \"seawater\" churns violently around the edges of miniature continental plates, and thick, scalding white steam rises from it, curling and enveloping the upper half of the globe, blurring the outlines of the continents. Warm overhead light penetrates the expanding mass of steam, forming dramatic beams of light, while the violently boiling water below reflects the light, forming countless flickering highlights. The entire scene takes place in an eerie silence, creating a surreal and ominous atmosphere.", + "seed": 19945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_2/index_2984_seed_19945_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0382025733590126, + "vlm_logprob": -0.0382025733590126, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.0382025733590126, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1433245837688446 + ], + "opposite_logprob_tokens": [ + -2.018324613571167 + ], + "logprob_reward": -0.1433245837688446, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1433245837688446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06951364874839783, + 0.02921164780855179, + 0.7025811672210693, + 0.03057876229286194, + 0.014700678177177906, + 0.013256939128041267, + 0.014951142482459545, + 0.013069516979157925, + 0.07962198555469513, + 0.03251452371478081 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.1433245837688446 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984333224594593 + ], + "opposite_logprob_tokens": [ + -3.529843330383301 + ], + "logprob_reward": -0.02984333224594593, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984333224594593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04075224697589874, + 0.034887488931417465, + 0.6314421892166138, + 0.08182836323976517, + 0.012513026595115662, + 0.02715473808348179, + 0.020916856825351715, + 0.014497787691652775, + 0.09246287494897842, + 0.04354448616504669 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.02984333224594593 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014215397648513317 + ], + "opposite_logprob_tokens": [ + -4.264215469360352 + ], + "logprob_reward": -0.014215397648513317, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014215397648513317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05603837966918945, + 0.01669730246067047, + 0.2595675587654114, + 0.17615239322185516, + 0.052474718540906906, + 0.038009997457265854, + 0.029510481283068657, + 0.14296872913837433, + 0.17005671560764313, + 0.05852372944355011 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.014215397648513317 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008116050157696009 + ], + "opposite_logprob_tokens": [ + -7.125811576843262 + ], + "logprob_reward": -0.0008116050157696009, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008116050157696009, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05721411108970642, + 0.015569428913295269, + 0.48413997888565063, + 0.16829602420330048, + 0.01999819278717041, + 0.024414142593741417, + 0.02555118128657341, + 0.02576649747788906, + 0.12580066919326782, + 0.05324973911046982 + ], + "top_frames": [ + 2, + 3, + 8 + ], + "selected_reward": -0.0008116050157696009 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up of a realistic globe on a dark wood base with a brass metal stand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the globe initially display a matte finish with visible mountains, rivers, borders, ochre continents, and forest green landmasses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the deep blue oceans initially appear calm like a mirror before transforming into violent, roiling boiling water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does thick white steam rise from the boiling water, curling to envelop the upper half of the globe and blur the continents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does warm overhead light penetrate the steam to form dramatic beams while the boiling water below reflects light as flickering highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002817948115989566 + ], + "opposite_logprob_tokens": [ + -5.8778181076049805 + ], + "logprob_reward": -0.002817948115989566, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002817948115989566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0673913061618805, + 0.029877960681915283, + 0.4838380813598633, + 0.08307942748069763, + 0.028933312743902206, + 0.022821372374892235, + 0.04397080838680267, + 0.032426804304122925, + 0.14433805644512177, + 0.06332281976938248 + ], + "top_frames": [ + 2, + 8, + 3 + ], + "selected_reward": -0.002817948115989566 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_3/index_tensor([5452, 5452])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_3/index_tensor([5452, 5452])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6668e442d3bc37c120c46c7c23c87e83c922f0f4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_3/index_tensor([5452, 5452])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle shot, under bright, even, and diffuse overhead lighting, provides a clear, observational view of the smooth, matte white laminate surface. A small, rectangular magnet, painted a vibrant, lustrous red on the top half and a cool, metallic silver on the bottom, sits in the center of the frame. While the scene remains unchanged, a second, slightly larger bar magnet of the same color enters the frame from the right, steadily and deliberately moving toward the stationary magnet. The approaching magnet is oriented so that its red pole faces the red pole of the first magnet. Just before physical contact, the smaller magnet visibly trembles for a fraction of a second as an invisible magnetic field exerts force. It then glides swiftly and directly to the left, gliding almost frictionlessly across the white field in a perfectly straight line. The entire action unfolds with clean, scientific precision, creating a focused, educational atmosphere and clearly demonstrating the principle of magnetic repulsion.", + "seed": 23551, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_3/index_5452_seed_23551_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.16352146118879318, + "vlm_logprob": -0.16352146118879318, + "vlm_yes_no_margin": 2.125, + "vlm_token_credit": -0.16352146118879318, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2727815806865692 + ], + "opposite_logprob_tokens": [ + -1.6477816104888916 + ], + "logprob_reward": -0.2727815806865692, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2727815806865692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09159786254167557, + 0.08699510991573334, + 0.024016421288251877, + 0.011942651122808456, + 0.0629628375172615, + 0.018042396754026413, + 0.025290578603744507, + 0.6146641373634338, + 0.042573731392621994, + 0.021914198994636536 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.2727815806865692 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211651489138603 + ], + "opposite_logprob_tokens": [ + -2.8121166229248047 + ], + "logprob_reward": -0.06211651489138603, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211651489138603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0864584669470787, + 0.03800145164132118, + 0.03330501914024353, + 0.030211864039301872, + 0.28121301531791687, + 0.031007034704089165, + 0.04278242215514183, + 0.4050985276699066, + 0.024840034544467926, + 0.027082182466983795 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.06211651489138603 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372161462903023 + ], + "opposite_logprob_tokens": [ + -3.408721685409546 + ], + "logprob_reward": -0.03372161462903023, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372161462903023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010992348194122314, + 0.00495764147490263, + 0.0028279421385377645, + 0.003629008773714304, + 0.01035747304558754, + 0.007078695110976696, + 0.022350357845425606, + 0.908900260925293, + 0.0034311090130358934, + 0.025475168600678444 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.03372161462903023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032983869314194 + ], + "opposite_logprob_tokens": [ + -2.350329875946045 + ], + "logprob_reward": -0.10032983869314194, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032983869314194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062180448323488235, + 0.02964111603796482, + 0.011711802333593369, + 0.007875359617173672, + 0.040098123252391815, + 0.013264359906315804, + 0.13025249540805817, + 0.582503080368042, + 0.05051736533641815, + 0.07195577770471573 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.10032983869314194 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486577570438385 + ], + "opposite_logprob_tokens": [ + -1.2236577272415161 + ], + "logprob_reward": -0.3486577570438385, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486577570438385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02049485594034195, + 0.009481803514063358, + 0.008525592274963856, + 0.008574044331908226, + 0.02489972673356533, + 0.02056046389043331, + 0.028150290250778198, + 0.7981480360031128, + 0.019909050315618515, + 0.061256084591150284 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.3486577570438385 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle shot, under bright, even, and diffuse overhead lighting, provides a clear, observational view of the smooth, matte white laminate surface. A small, rectangular magnet, painted a vibrant, lustrous red on the top half and a cool, metallic silver on the bottom, sits in the center of the frame. While the scene remains unchanged, a second, slightly larger bar magnet of the same color enters the frame from the right, steadily and deliberately moving toward the stationary magnet. The approaching magnet is oriented so that its red pole faces the red pole of the first magnet. Just before physical contact, the smaller magnet visibly trembles for a fraction of a second as an invisible magnetic field exerts force. It then glides swiftly and directly to the left, gliding almost frictionlessly across the white field in a perfectly straight line. The entire action unfolds with clean, scientific precision, creating a focused, educational atmosphere and clearly demonstrating the principle of magnetic repulsion.", + "seed": 23552, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_3/index_5452_seed_23552_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08395480161998421, + "vlm_logprob": -0.08395480161998421, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.08395480161998421, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09089133143424988 + ], + "opposite_logprob_tokens": [ + -2.5908913612365723 + ], + "logprob_reward": -0.09089133143424988, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09089133143424988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09274750202894211, + 0.026750195771455765, + 0.05902538821101189, + 0.03833315521478653, + 0.021011564880609512, + 0.02664114348590374, + 0.4635723829269409, + 0.09143220633268356, + 0.09980309754610062, + 0.08068341761827469 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.09089133143424988 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552776373922825 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552776373922825, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552776373922825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08323229104280472, + 0.03637785464525223, + 0.17178018391132355, + 0.07089118659496307, + 0.02682597003877163, + 0.03242010250687599, + 0.19224174320697784, + 0.2974311411380768, + 0.03272636607289314, + 0.056073181331157684 + ], + "top_frames": [ + 7, + 6, + 2 + ], + "selected_reward": -0.012552776373922825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013396107824519277 + ], + "opposite_logprob_tokens": [ + -6.626339435577393 + ], + "logprob_reward": -0.0013396107824519277, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013396107824519277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0801829919219017, + 0.031939126551151276, + 0.23472711443901062, + 0.04993545264005661, + 0.05873115360736847, + 0.03748241439461708, + 0.3896303176879883, + 0.03846142813563347, + 0.045783113688230515, + 0.033126842230558395 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.0013396107824519277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369060903787613 + ], + "opposite_logprob_tokens": [ + -3.4086906909942627 + ], + "logprob_reward": -0.03369060903787613, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369060903787613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05058582127094269, + 0.04254565387964249, + 0.580379843711853, + 0.03970544412732124, + 0.032788846641778946, + 0.04275892674922943, + 0.0369257815182209, + 0.06536834686994553, + 0.0596851110458374, + 0.04925619810819626 + ], + "top_frames": [ + 2, + 7, + 8 + ], + "selected_reward": -0.03369060903787613 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2812996804714203 + ], + "opposite_logprob_tokens": [ + -1.4062997102737427 + ], + "logprob_reward": -0.2812996804714203, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2812996804714203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08263688534498215, + 0.034523122012615204, + 0.0721711665391922, + 0.10069039463996887, + 0.06062788516283035, + 0.046798065304756165, + 0.16549451649188995, + 0.1422879993915558, + 0.23250971734523773, + 0.06226027384400368 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.2812996804714203 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle shot, under bright, even, and diffuse overhead lighting, provides a clear, observational view of the smooth, matte white laminate surface. A small, rectangular magnet, painted a vibrant, lustrous red on the top half and a cool, metallic silver on the bottom, sits in the center of the frame. While the scene remains unchanged, a second, slightly larger bar magnet of the same color enters the frame from the right, steadily and deliberately moving toward the stationary magnet. The approaching magnet is oriented so that its red pole faces the red pole of the first magnet. Just before physical contact, the smaller magnet visibly trembles for a fraction of a second as an invisible magnetic field exerts force. It then glides swiftly and directly to the left, gliding almost frictionlessly across the white field in a perfectly straight line. The entire action unfolds with clean, scientific precision, creating a focused, educational atmosphere and clearly demonstrating the principle of magnetic repulsion.", + "seed": 23553, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_3/index_5452_seed_23553_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1216407814528793, + "vlm_logprob": -0.1216407814528793, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.1216407814528793, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02949141338467598 + ], + "opposite_logprob_tokens": [ + -3.654491424560547 + ], + "logprob_reward": -0.02949141338467598, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02949141338467598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11157786101102829, + 0.08562761545181274, + 0.03513716533780098, + 0.03073056973516941, + 0.03990894556045532, + 0.07363777607679367, + 0.06878448277711868, + 0.13729001581668854, + 0.1199912577867508, + 0.2973143458366394 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.02949141338467598 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014209638349711895 + ], + "opposite_logprob_tokens": [ + -4.264209747314453 + ], + "logprob_reward": -0.014209638349711895, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014209638349711895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.108674556016922, + 0.06956259906291962, + 0.04510480538010597, + 0.021354883909225464, + 0.06248284876346588, + 0.16564318537712097, + 0.14022915065288544, + 0.14715173840522766, + 0.07725055515766144, + 0.16254569590091705 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.014209638349711895 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011850723531097174 + ], + "opposite_logprob_tokens": [ + -6.751184940338135 + ], + "logprob_reward": -0.0011850723531097174, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011850723531097174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13881045579910278, + 0.07665615528821945, + 0.030407007783651352, + 0.03488633409142494, + 0.06658153980970383, + 0.12467356026172638, + 0.18027672171592712, + 0.0986187756061554, + 0.10162308067083359, + 0.14746642112731934 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.0011850723531097174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905113488435745 + ], + "opposite_logprob_tokens": [ + -2.4640512466430664 + ], + "logprob_reward": -0.08905113488435745, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905113488435745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051135413348674774, + 0.037466101348400116, + 0.0440523587167263, + 0.024590082466602325, + 0.03816530480980873, + 0.33751243352890015, + 0.2342490404844284, + 0.07580385357141495, + 0.08786073327064514, + 0.0691646933555603 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.08905113488435745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742666482925415 + ], + "opposite_logprob_tokens": [ + -0.9742666482925415 + ], + "logprob_reward": -0.4742666482925415, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742666482925415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.065180204808712, + 0.02772241272032261, + 0.01939753070473671, + 0.023142343387007713, + 0.03365340083837509, + 0.11795385926961899, + 0.14225472509860992, + 0.1558212786912918, + 0.16051089763641357, + 0.25436335802078247 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.4742666482925415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle shot, under bright, even, and diffuse overhead lighting, provides a clear, observational view of the smooth, matte white laminate surface. A small, rectangular magnet, painted a vibrant, lustrous red on the top half and a cool, metallic silver on the bottom, sits in the center of the frame. While the scene remains unchanged, a second, slightly larger bar magnet of the same color enters the frame from the right, steadily and deliberately moving toward the stationary magnet. The approaching magnet is oriented so that its red pole faces the red pole of the first magnet. Just before physical contact, the smaller magnet visibly trembles for a fraction of a second as an invisible magnetic field exerts force. It then glides swiftly and directly to the left, gliding almost frictionlessly across the white field in a perfectly straight line. The entire action unfolds with clean, scientific precision, creating a focused, educational atmosphere and clearly demonstrating the principle of magnetic repulsion.", + "seed": 23554, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_3/index_5452_seed_23554_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.077552937483415, + "vlm_logprob": -0.077552937483415, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.077552937483415, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0212732944637537 + ], + "opposite_logprob_tokens": [ + -4.146273136138916 + ], + "logprob_reward": -0.0212732944637537, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0212732944637537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06630007922649384, + 0.05824143812060356, + 0.05433588847517967, + 0.07188606262207031, + 0.07541626691818237, + 0.08030581474304199, + 0.07087920606136322, + 0.0571119450032711, + 0.08994781970977783, + 0.375575453042984 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.0212732944637537 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085116304457188 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011085116304457188, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085116304457188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1707947701215744, + 0.05111367255449295, + 0.027242235839366913, + 0.0395696796476841, + 0.11762680113315582, + 0.17653071880340576, + 0.06872021406888962, + 0.10082915425300598, + 0.09774346649646759, + 0.14982923865318298 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.011085116304457188 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002822227543219924 + ], + "opposite_logprob_tokens": [ + -5.877822399139404 + ], + "logprob_reward": -0.002822227543219924, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002822227543219924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10112937539815903, + 0.04982227459549904, + 0.07792893052101135, + 0.16062553226947784, + 0.03359703719615936, + 0.04017559066414833, + 0.10028670728206635, + 0.04450535774230957, + 0.0842370018362999, + 0.30769219994544983 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.002822227543219924 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12703441083431244 + ], + "opposite_logprob_tokens": [ + -2.1270344257354736 + ], + "logprob_reward": -0.12703441083431244, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12703441083431244, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0989498570561409, + 0.05655920132994652, + 0.04527910053730011, + 0.031930312514305115, + 0.1493252068758011, + 0.10243884474039078, + 0.044547129422426224, + 0.05388195812702179, + 0.15959712862968445, + 0.2574912905693054 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.12703441083431244 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static high-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the background a smooth, matte white laminate surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small rectangular magnet with a red top half and silver bottom half visible in the center?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a second, larger bar magnet enter from the right with its red pole facing the first magnet's red pole?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the approaching magnet tremble briefly before gliding swiftly and straight to the left?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255496382713318 + ], + "opposite_logprob_tokens": [ + -1.6005496978759766 + ], + "logprob_reward": -0.2255496382713318, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255496382713318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030838746577501297, + 0.028679220005869865, + 0.013899401761591434, + 0.05672205984592438, + 0.03947293758392334, + 0.0422397218644619, + 0.03857839107513428, + 0.02743060514330864, + 0.15804623067378998, + 0.564092755317688 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.2255496382713318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_4/index_tensor([2888, 2888])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_4/index_tensor([2888, 2888])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..da8f7e6200fd3cc2da40560c48f91ad59bf56da0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_4/index_tensor([2888, 2888])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "photorealistic CGI film shot captures a medium close-up as the camera slowly and steadily tilts downward to follow the descent of an elegant parchment certificate. Made of a thick, creamy white paper with delicate fibers, an extremely fine grain, and delicate edges, the certificate gently tumbles in the air. Affixed near its base is a circular, intricately embossed gold foil seal, which shimmers as it catches a focused spotlight overhead. The certificate's motion begins with a controlled rotation, gradually losing angular momentum and transitioning into a slow, erratic swing, its corners delicately trembling as it floats downward against a dark, dramatic, and completely black background. The stark, high-contrast lighting sculpts every subtle imperfection and raised fiber in the paper, creating an atmosphere of concentration, almost reverence, and highlighting the delicate physics of the paper's elegant, precarious descent.", + "seed": 11580, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_4/index_2888_seed_11580_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02542970241047442, + "vlm_logprob": -0.02542970241047442, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.02542970241047442, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024496834725141525 + ], + "opposite_logprob_tokens": [ + -3.7744967937469482 + ], + "logprob_reward": -0.024496834725141525, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024496834725141525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07223541289567947, + 0.05466305464506149, + 0.028860116377472878, + 0.05001778155565262, + 0.08530169725418091, + 0.04446454718708992, + 0.16443045437335968, + 0.34623512625694275, + 0.06365408003330231, + 0.09013769030570984 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.024496834725141525 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019574069883674383 + ], + "opposite_logprob_tokens": [ + -6.251957416534424 + ], + "logprob_reward": -0.0019574069883674383, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019574069883674383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05298328399658203, + 0.08984930068254471, + 0.07676280289888382, + 0.08584970980882645, + 0.18412764370441437, + 0.07990863919258118, + 0.046566758304834366, + 0.2654089629650116, + 0.0611572228372097, + 0.05738568678498268 + ], + "top_frames": [ + 7, + 4, + 1 + ], + "selected_reward": -0.0019574069883674383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811359405517578 + ], + "opposite_logprob_tokens": [ + -3.288113594055176 + ], + "logprob_reward": -0.03811359405517578, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811359405517578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13756270706653595, + 0.11918307095766068, + 0.05003265663981438, + 0.03845389559864998, + 0.053141478449106216, + 0.12126968055963516, + 0.044921599328517914, + 0.14283239841461182, + 0.21984712779521942, + 0.07275530695915222 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.03811359405517578 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946284741163254 + ], + "opposite_logprob_tokens": [ + -2.929946184158325 + ], + "logprob_reward": -0.054946284741163254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946284741163254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1583637297153473, + 0.2514195144176483, + 0.11010871082544327, + 0.057666558772325516, + 0.03887922316789627, + 0.03564288839697838, + 0.08852894604206085, + 0.13668648898601532, + 0.06624912470579147, + 0.056454792618751526 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.054946284741163254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007634391542524099 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.007634391542524099, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007634391542524099, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06223855912685394, + 0.1005573719739914, + 0.04823389649391174, + 0.03351453319191933, + 0.043156951665878296, + 0.08060658723115921, + 0.1515042632818222, + 0.29738613963127136, + 0.14553937315940857, + 0.03726236894726753 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.007634391542524099 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "photorealistic CGI film shot captures a medium close-up as the camera slowly and steadily tilts downward to follow the descent of an elegant parchment certificate. Made of a thick, creamy white paper with delicate fibers, an extremely fine grain, and delicate edges, the certificate gently tumbles in the air. Affixed near its base is a circular, intricately embossed gold foil seal, which shimmers as it catches a focused spotlight overhead. The certificate's motion begins with a controlled rotation, gradually losing angular momentum and transitioning into a slow, erratic swing, its corners delicately trembling as it floats downward against a dark, dramatic, and completely black background. The stark, high-contrast lighting sculpts every subtle imperfection and raised fiber in the paper, creating an atmosphere of concentration, almost reverence, and highlighting the delicate physics of the paper's elegant, precarious descent.", + "seed": 11581, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_4/index_2888_seed_11581_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025232829479500653, + "vlm_logprob": -0.025232829479500653, + "vlm_yes_no_margin": 4.775, + "vlm_token_credit": -0.025232829479500653, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01590799354016781 + ], + "opposite_logprob_tokens": [ + -4.2659077644348145 + ], + "logprob_reward": -0.01590799354016781, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01590799354016781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06490077823400497, + 0.2124452143907547, + 0.06122257560491562, + 0.22190554440021515, + 0.04540060833096504, + 0.1242857277393341, + 0.06721282005310059, + 0.04645434767007828, + 0.10992171615362167, + 0.04625064134597778 + ], + "top_frames": [ + 3, + 1, + 5 + ], + "selected_reward": -0.01590799354016781 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008225633064284921 + ], + "opposite_logprob_tokens": [ + -7.1258225440979 + ], + "logprob_reward": -0.0008225633064284921, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008225633064284921, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08500979840755463, + 0.052814219146966934, + 0.0674370601773262, + 0.09669908136129379, + 0.0950624942779541, + 0.25351130962371826, + 0.02988899126648903, + 0.04532555863261223, + 0.2336702197790146, + 0.040581200271844864 + ], + "top_frames": [ + 5, + 8, + 3 + ], + "selected_reward": -0.0008225633064284921 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809994086623192 + ], + "opposite_logprob_tokens": [ + -3.288100004196167 + ], + "logprob_reward": -0.03809994086623192, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809994086623192, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20656073093414307, + 0.2580796778202057, + 0.07023917138576508, + 0.13981343805789948, + 0.058796461671590805, + 0.16695253551006317, + 0.018164925277233124, + 0.028854338452219963, + 0.02994997799396515, + 0.02258874662220478 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.03809994086623192 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999891996383667 + ], + "opposite_logprob_tokens": [ + -2.6949989795684814 + ], + "logprob_reward": -0.06999891996383667, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999891996383667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.052061937749385834, + 0.14360684156417847, + 0.06339810788631439, + 0.09889493882656097, + 0.07435388118028641, + 0.3011428117752075, + 0.03876172751188278, + 0.03423914313316345, + 0.14940616488456726, + 0.044134460389614105 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.06999891996383667 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001334729720838368 + ], + "opposite_logprob_tokens": [ + -6.6263346672058105 + ], + "logprob_reward": -0.001334729720838368, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001334729720838368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17076584696769714, + 0.32285237312316895, + 0.045520588755607605, + 0.096097432076931, + 0.09273432195186615, + 0.14031606912612915, + 0.028274349868297577, + 0.024848192930221558, + 0.03899173066020012, + 0.03959911689162254 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.001334729720838368 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "photorealistic CGI film shot captures a medium close-up as the camera slowly and steadily tilts downward to follow the descent of an elegant parchment certificate. Made of a thick, creamy white paper with delicate fibers, an extremely fine grain, and delicate edges, the certificate gently tumbles in the air. Affixed near its base is a circular, intricately embossed gold foil seal, which shimmers as it catches a focused spotlight overhead. The certificate's motion begins with a controlled rotation, gradually losing angular momentum and transitioning into a slow, erratic swing, its corners delicately trembling as it floats downward against a dark, dramatic, and completely black background. The stark, high-contrast lighting sculpts every subtle imperfection and raised fiber in the paper, creating an atmosphere of concentration, almost reverence, and highlighting the delicate physics of the paper's elegant, precarious descent.", + "seed": 11582, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_4/index_2888_seed_11582_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04801737063098699, + "vlm_logprob": -0.04801737063098699, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.04801737063098699, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01426734309643507 + ], + "opposite_logprob_tokens": [ + -4.389267444610596 + ], + "logprob_reward": -0.01426734309643507, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01426734309643507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08550495654344559, + 0.05361852049827576, + 0.047095831483602524, + 0.11495084315538406, + 0.11684887856245041, + 0.04224681854248047, + 0.03019092045724392, + 0.04545193910598755, + 0.424758642911911, + 0.03933262452483177 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.01426734309643507 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000929400441236794 + ], + "opposite_logprob_tokens": [ + -7.000929355621338 + ], + "logprob_reward": -0.000929400441236794, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000929400441236794, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08835247904062271, + 0.06027356907725334, + 0.050169117748737335, + 0.1089400127530098, + 0.07814453542232513, + 0.04972076043486595, + 0.04378749057650566, + 0.062112320214509964, + 0.37806710600852966, + 0.08043262362480164 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.000929400441236794 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989026010036469 + ], + "opposite_logprob_tokens": [ + -1.8048902750015259 + ], + "logprob_reward": -0.17989026010036469, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989026010036469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08521280437707901, + 0.09276243299245834, + 0.048652976751327515, + 0.17638859152793884, + 0.0468243733048439, + 0.021501068025827408, + 0.05199146270751953, + 0.059825774282217026, + 0.3656712472438812, + 0.051169250160455704 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.17989026010036469 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306100308895111 + ], + "opposite_logprob_tokens": [ + -3.1680610179901123 + ], + "logprob_reward": -0.04306100308895111, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306100308895111, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04275938868522644, + 0.08704745769500732, + 0.031053951010107994, + 0.09286077320575714, + 0.06599360704421997, + 0.023955244570970535, + 0.053373534232378006, + 0.06550957262516022, + 0.4915497601032257, + 0.04589669778943062 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.04306100308895111 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019388464279472828 + ], + "opposite_logprob_tokens": [ + -6.251938819885254 + ], + "logprob_reward": -0.0019388464279472828, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019388464279472828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061334509402513504, + 0.11953112483024597, + 0.10731367021799088, + 0.219009667634964, + 0.04907544329762459, + 0.02411011978983879, + 0.04430173709988594, + 0.04771159961819649, + 0.2894133925437927, + 0.038198765367269516 + ], + "top_frames": [ + 8, + 3, + 1 + ], + "selected_reward": -0.0019388464279472828 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "photorealistic CGI film shot captures a medium close-up as the camera slowly and steadily tilts downward to follow the descent of an elegant parchment certificate. Made of a thick, creamy white paper with delicate fibers, an extremely fine grain, and delicate edges, the certificate gently tumbles in the air. Affixed near its base is a circular, intricately embossed gold foil seal, which shimmers as it catches a focused spotlight overhead. The certificate's motion begins with a controlled rotation, gradually losing angular momentum and transitioning into a slow, erratic swing, its corners delicately trembling as it floats downward against a dark, dramatic, and completely black background. The stark, high-contrast lighting sculpts every subtle imperfection and raised fiber in the paper, creating an atmosphere of concentration, almost reverence, and highlighting the delicate physics of the paper's elegant, precarious descent.", + "seed": 11583, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_4/index_2888_seed_11583_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07910205177031457, + "vlm_logprob": -0.07910205177031457, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.07910205177031457, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017795424908399582 + ], + "opposite_logprob_tokens": [ + -4.142795562744141 + ], + "logprob_reward": -0.017795424908399582, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.017795424908399582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19587452709674835, + 0.13317140936851501, + 0.07240229845046997, + 0.06377138942480087, + 0.13461942970752716, + 0.05613145977258682, + 0.09854692965745926, + 0.19021086394786835, + 0.032521843910217285, + 0.02274979092180729 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.017795424908399582 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028334015514701605 + ], + "opposite_logprob_tokens": [ + -5.877833366394043 + ], + "logprob_reward": -0.0028334015514701605, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028334015514701605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08945167809724808, + 0.07553211599588394, + 0.12563036382198334, + 0.23754358291625977, + 0.21871228516101837, + 0.03006749413907528, + 0.07132329046726227, + 0.07404190301895142, + 0.05709411948919296, + 0.020603131502866745 + ], + "top_frames": [ + 3, + 4, + 2 + ], + "selected_reward": -0.0028334015514701605 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25217410922050476 + ], + "opposite_logprob_tokens": [ + -1.5021741390228271 + ], + "logprob_reward": -0.25217410922050476, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25217410922050476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26196524500846863, + 0.057713039219379425, + 0.04046496003866196, + 0.057012930512428284, + 0.045231595635414124, + 0.049363747239112854, + 0.36723434925079346, + 0.02370627038180828, + 0.08243239670991898, + 0.014875528402626514 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.25217410922050476 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292202025651932 + ], + "opposite_logprob_tokens": [ + -2.237921953201294 + ], + "logprob_reward": -0.11292202025651932, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292202025651932, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10172729939222336, + 0.03625161945819855, + 0.04052397981286049, + 0.026443883776664734, + 0.1783750057220459, + 0.14415667951107025, + 0.25011923909187317, + 0.12787194550037384, + 0.0687098354101181, + 0.02582056075334549 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.11292202025651932 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a parchment certificate made of thick, creamy white paper with visible fibers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a circular, intricately embossed gold foil seal affixed near the base of the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the certificate tumble and swing downward against a completely black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera shot a medium close-up that slowly and steadily tilts downward to follow the certificate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a focused overhead spotlight creating high contrast and shimmering on the gold seal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978530291467905 + ], + "opposite_logprob_tokens": [ + -4.634785175323486 + ], + "logprob_reward": -0.00978530291467905, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978530291467905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21113504469394684, + 0.09859669953584671, + 0.12233971059322357, + 0.0653810203075409, + 0.046936601400375366, + 0.05426209419965744, + 0.1795911341905594, + 0.11026972532272339, + 0.0885886698961258, + 0.022899344563484192 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.00978530291467905 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_5/index_tensor([7923, 7923])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_5/index_tensor([7923, 7923])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cad4c6269f48f6f61ec4795d2b28e9a86a4c5b69 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_5/index_tensor([7923, 7923])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle, wide-angle shot captures a towering figure resembling the ancient warrior Guan Lao, performing an impossible gyroscope-like motion at the center of a desolate, featureless black void. Rendered in stark, high-contrast black and white, the scene amplifies the comic absurdity. The figure, with a stoic expression and imperturbable composure, spins like a top, maintaining perfect balance on a single point. His imposing, long black beard and the wide sleeves of traditional lamellar armor flare horizontally, forming a perfectly flat, swirling disk of fabric and hair. A harsh spotlight from directly above carves him out of the darkness, casting bright white highlights on his head and shoulders, while his lower body is plunged into deep shadow. The incredibly fluid and swift rotation, combined with the warrior's dignified yet resolute stance, transforms the movement into a graceful, swirling dance, creating a surreal and hilarious visual effect in the style of deadpan comedy sketches.", + "seed": 27655, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_5/index_7923_seed_27655_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06254581201355905, + "vlm_logprob": -0.06254581201355905, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.06254581201355905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10107186436653137 + ], + "opposite_logprob_tokens": [ + -2.351071834564209 + ], + "logprob_reward": -0.10107186436653137, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10107186436653137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06324386596679688, + 0.05347124859690666, + 0.05812413617968559, + 0.07009313255548477, + 0.024550221860408783, + 0.09504042565822601, + 0.057357318699359894, + 0.49637269973754883, + 0.024132002145051956, + 0.05761491134762764 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.10107186436653137 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906770497560501 + ], + "opposite_logprob_tokens": [ + -2.4640676975250244 + ], + "logprob_reward": -0.08906770497560501, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906770497560501, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05361083894968033, + 0.24129652976989746, + 0.021987196058034897, + 0.05185184255242348, + 0.10215407609939575, + 0.03748137876391411, + 0.19828654825687408, + 0.2498733103275299, + 0.024312671273946762, + 0.019145600497722626 + ], + "top_frames": [ + 7, + 1, + 6 + ], + "selected_reward": -0.08906770497560501 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029587149620056 + ], + "opposite_logprob_tokens": [ + -2.3502957820892334 + ], + "logprob_reward": -0.10029587149620056, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029587149620056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09932763874530792, + 0.23061902821063995, + 0.03335293009877205, + 0.032178547233343124, + 0.03803228214383125, + 0.09382152557373047, + 0.08293788135051727, + 0.2830553650856018, + 0.05322453752160072, + 0.053450316190719604 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.10029587149620056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017164511373266578 + ], + "opposite_logprob_tokens": [ + -6.376716613769531 + ], + "logprob_reward": -0.0017164511373266578, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017164511373266578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09429716318845749, + 0.12983094155788422, + 0.02236461080610752, + 0.027181170880794525, + 0.09685643762350082, + 0.13300807774066925, + 0.025598322972655296, + 0.36571037769317627, + 0.01931191235780716, + 0.08584102988243103 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.0017164511373266578 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577168092131615 + ], + "opposite_logprob_tokens": [ + -3.8955771923065186 + ], + "logprob_reward": -0.020577168092131615, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577168092131615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0649498999118805, + 0.34434184432029724, + 0.040463369339704514, + 0.045747432857751846, + 0.1189274862408638, + 0.0509280264377594, + 0.06380939483642578, + 0.18390117585659027, + 0.018970396369695663, + 0.06796104460954666 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.020577168092131615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a towering figure resembling the ancient warrior Guan Lao, performing an impossible gyroscope-like motion at the center of a desolate, featureless black void. Rendered in stark, high-contrast black and white, the scene amplifies the comic absurdity. The figure, with a stoic expression and imperturbable composure, spins like a top, maintaining perfect balance on a single point. His imposing, long black beard and the wide sleeves of traditional lamellar armor flare horizontally, forming a perfectly flat, swirling disk of fabric and hair. A harsh spotlight from directly above carves him out of the darkness, casting bright white highlights on his head and shoulders, while his lower body is plunged into deep shadow. The incredibly fluid and swift rotation, combined with the warrior's dignified yet resolute stance, transforms the movement into a graceful, swirling dance, creating a surreal and hilarious visual effect in the style of deadpan comedy sketches.", + "seed": 27656, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_5/index_7923_seed_27656_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18208324406296014, + "vlm_logprob": -0.18208324406296014, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.18208324406296014, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6341524124145508 + ], + "opposite_logprob_tokens": [ + -0.7591524124145508 + ], + "logprob_reward": -0.6341524124145508, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6341524124145508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07809830456972122, + 0.11297435313463211, + 0.056817427277565, + 0.032324742525815964, + 0.06398271769285202, + 0.058739133179187775, + 0.08182216435670853, + 0.045537713915109634, + 0.032324254512786865, + 0.43737924098968506 + ], + "top_frames": [ + 9, + 1, + 6 + ], + "selected_reward": -0.6341524124145508 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160122215747833 + ], + "opposite_logprob_tokens": [ + -1.701601266860962 + ], + "logprob_reward": -0.20160122215747833, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160122215747833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.140984445810318, + 0.06800400465726852, + 0.08600015938282013, + 0.027600644156336784, + 0.14918753504753113, + 0.06287457048892975, + 0.06520269811153412, + 0.11966627836227417, + 0.09676296263933182, + 0.18371672928333282 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.20160122215747833 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026345614343881607 + ], + "opposite_logprob_tokens": [ + -3.651345729827881 + ], + "logprob_reward": -0.026345614343881607, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026345614343881607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10580577701330185, + 0.03563641756772995, + 0.06066623330116272, + 0.019625099375844002, + 0.07063211500644684, + 0.07193996012210846, + 0.01731499284505844, + 0.02873258665204048, + 0.055177148431539536, + 0.5344696640968323 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.026345614343881607 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256996490061283 + ], + "opposite_logprob_tokens": [ + -5.2552571296691895 + ], + "logprob_reward": -0.005256996490061283, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256996490061283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14431816339492798, + 0.12505647540092468, + 0.08725862205028534, + 0.06383056193590164, + 0.15934234857559204, + 0.11192069947719574, + 0.06005712226033211, + 0.07674962282180786, + 0.054426901042461395, + 0.11703943461179733 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.005256996490061283 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043059974908828735 + ], + "opposite_logprob_tokens": [ + -3.168060064315796 + ], + "logprob_reward": -0.043059974908828735, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043059974908828735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09178576618432999, + 0.08830049633979797, + 0.050374310463666916, + 0.039852116256952286, + 0.1064085066318512, + 0.15082517266273499, + 0.07392271608114243, + 0.055089276283979416, + 0.058166880160570145, + 0.28527477383613586 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.043059974908828735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a towering figure resembling the ancient warrior Guan Lao, performing an impossible gyroscope-like motion at the center of a desolate, featureless black void. Rendered in stark, high-contrast black and white, the scene amplifies the comic absurdity. The figure, with a stoic expression and imperturbable composure, spins like a top, maintaining perfect balance on a single point. His imposing, long black beard and the wide sleeves of traditional lamellar armor flare horizontally, forming a perfectly flat, swirling disk of fabric and hair. A harsh spotlight from directly above carves him out of the darkness, casting bright white highlights on his head and shoulders, while his lower body is plunged into deep shadow. The incredibly fluid and swift rotation, combined with the warrior's dignified yet resolute stance, transforms the movement into a graceful, swirling dance, creating a surreal and hilarious visual effect in the style of deadpan comedy sketches.", + "seed": 27657, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_5/index_7923_seed_27657_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.050604401889722796, + "vlm_logprob": -0.050604401889722796, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.050604401889722796, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12842348217964172 + ], + "opposite_logprob_tokens": [ + -2.1284234523773193 + ], + "logprob_reward": -0.12842348217964172, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12842348217964172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1612471491098404, + 0.05474696680903435, + 0.03457765653729439, + 0.3368653655052185, + 0.05391760915517807, + 0.029474036768078804, + 0.032220520079135895, + 0.03436053544282913, + 0.09018160402774811, + 0.17240852117538452 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.12842348217964172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497268959879875 + ], + "opposite_logprob_tokens": [ + -2.9299726486206055 + ], + "logprob_reward": -0.05497268959879875, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497268959879875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06460008770227432, + 0.03915231674909592, + 0.030688880011439323, + 0.2998766601085663, + 0.07343661040067673, + 0.03177298605442047, + 0.1902841478586197, + 0.02373669482767582, + 0.10007186979055405, + 0.14637967944145203 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.05497268959879875 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054941095411777496 + ], + "opposite_logprob_tokens": [ + -2.929941177368164 + ], + "logprob_reward": -0.054941095411777496, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054941095411777496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18173500895500183, + 0.11567550897598267, + 0.04561155289411545, + 0.16516296565532684, + 0.06456499546766281, + 0.03352732211351395, + 0.04549605771899223, + 0.013998987153172493, + 0.028818128630518913, + 0.3054095208644867 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.054941095411777496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0004959068610332906 + ], + "opposite_logprob_tokens": [ + -7.625495910644531 + ], + "logprob_reward": -0.0004959068610332906, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0004959068610332906, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07385977357625961, + 0.027440307661890984, + 0.008306985720992088, + 0.05683219060301781, + 0.013262099586427212, + 0.011407038196921349, + 0.01553878653794527, + 0.008065372705459595, + 0.012463838793337345, + 0.7728235721588135 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.0004959068610332906 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014188835397362709 + ], + "opposite_logprob_tokens": [ + -4.264188766479492 + ], + "logprob_reward": -0.014188835397362709, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014188835397362709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07361747324466705, + 0.03075321763753891, + 0.02673705480992794, + 0.14059896767139435, + 0.033000800758600235, + 0.04539300128817558, + 0.03963606432080269, + 0.017988571897149086, + 0.059541162103414536, + 0.532733678817749 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.014188835397362709 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle, wide-angle shot captures a towering figure resembling the ancient warrior Guan Lao, performing an impossible gyroscope-like motion at the center of a desolate, featureless black void. Rendered in stark, high-contrast black and white, the scene amplifies the comic absurdity. The figure, with a stoic expression and imperturbable composure, spins like a top, maintaining perfect balance on a single point. His imposing, long black beard and the wide sleeves of traditional lamellar armor flare horizontally, forming a perfectly flat, swirling disk of fabric and hair. A harsh spotlight from directly above carves him out of the darkness, casting bright white highlights on his head and shoulders, while his lower body is plunged into deep shadow. The incredibly fluid and swift rotation, combined with the warrior's dignified yet resolute stance, transforms the movement into a graceful, swirling dance, creating a surreal and hilarious visual effect in the style of deadpan comedy sketches.", + "seed": 27658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_5/index_7923_seed_27658_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07027582951122895, + "vlm_logprob": -0.07027582951122895, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.07027582951122895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08023672550916672 + ], + "opposite_logprob_tokens": [ + -2.5802366733551025 + ], + "logprob_reward": -0.08023672550916672, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08023672550916672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3106156289577484, + 0.11654895544052124, + 0.061904340982437134, + 0.0785793736577034, + 0.093281589448452, + 0.09543623775243759, + 0.0773480013012886, + 0.07819490134716034, + 0.04412901774048805, + 0.043961990624666214 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.08023672550916672 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521430552005768 + ], + "opposite_logprob_tokens": [ + -1.5021430253982544 + ], + "logprob_reward": -0.2521430552005768, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521430552005768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.180657759308815, + 0.05832361429929733, + 0.04277541860938072, + 0.0373992845416069, + 0.3552272915840149, + 0.05275234207510948, + 0.05360352247953415, + 0.03176141530275345, + 0.10263992846012115, + 0.08485942333936691 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.2521430552005768 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069553904235363 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.011069553904235363, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069553904235363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1297159492969513, + 0.09847140312194824, + 0.07396530359983444, + 0.08737337589263916, + 0.1510859578847885, + 0.21015846729278564, + 0.075822614133358, + 0.0680181011557579, + 0.05162925645709038, + 0.053759537637233734 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.011069553904235363 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00030417583184316754 + ], + "opposite_logprob_tokens": [ + -8.125304222106934 + ], + "logprob_reward": -0.00030417583184316754, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.00030417583184316754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24481475353240967, + 0.05385187268257141, + 0.08382824808359146, + 0.05004576966166496, + 0.28385090827941895, + 0.04789368435740471, + 0.10468243062496185, + 0.02918086014688015, + 0.03473648801445961, + 0.06711498647928238 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.00030417583184316754 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a towering figure resembling the ancient warrior Guan Lao?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the figure performing a spinning motion like a gyroscope or top?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a desolate, featureless black void?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the image rendered in stark, high-contrast black and white with a harsh spotlight from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot captured from a static, low-angle, wide-angle perspective?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007625637110322714 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.007625637110322714, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007625637110322714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2223319262266159, + 0.11515349894762039, + 0.11334466189146042, + 0.09569855779409409, + 0.12649929523468018, + 0.0547805018723011, + 0.08920212835073471, + 0.07169605046510696, + 0.03570037707686424, + 0.07559304684400558 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.007625637110322714 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_6/index_tensor([1357, 1357])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_6/index_tensor([1357, 1357])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0b8265379ec1cb61f34d9b09e0e0603fae5ced80 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_6/index_tensor([1357, 1357])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, perfectly centered wide shot captures a moment of sublime, violent chaos, focusing on a lone lighthouse defying the raging sea. The entire turbulent scene is rendered in a visceral, chaotic splash art style, conveying form and energy through explosive, uncontrolled drips and splatters of paint. The lighthouse, a classic cylindrical tower, is defined not by clean lines but by splashes of weathered white and gray paint, its shape barely able to withstand the onslaught of the storm. The sea, a vortex of deep blue, black, and turquoise pigments, blows violently through the frame, its crests forming explosive splashes of pure white that crash against the lighthouse's rocky base. Above, the dark, stormy background is a swirling vortex of indigo and charcoal. At this precise moment, a massive, jagged fork of lightning streaks across the sky, revealing bright, explosive splashes of electric white and vibrant yellow paint, with smaller, vibrant spiderwebs dripping outward. This cataclysmic light dramatically illuminates the entire scene, casting the lighthouse and the splashing textures of the churning sea into stark, high-contrast relief, and creating an overwhelming atmosphere of raw, untamed natural forces.", + "seed": 13447, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_6/index_1357_seed_13447_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06087783788098022, + "vlm_logprob": -0.06087783788098022, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.06087783788098022, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28975623846054077 + ], + "opposite_logprob_tokens": [ + -1.4147562980651855 + ], + "logprob_reward": -0.28975623846054077, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28975623846054077, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06446293741464615, + 0.04909064620733261, + 0.064226433634758, + 0.047438040375709534, + 0.14597783982753754, + 0.08176396042108536, + 0.18389040231704712, + 0.10924673825502396, + 0.07363386452198029, + 0.18026915192604065 + ], + "top_frames": [ + 6, + 9, + 4 + ], + "selected_reward": -0.28975623846054077 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258538294583559 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.005258538294583559, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258538294583559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20770263671875, + 0.1201610341668129, + 0.12061811983585358, + 0.04973451420664787, + 0.09168997406959534, + 0.0544792115688324, + 0.11850560456514359, + 0.03999815508723259, + 0.07607197761535645, + 0.1210387796163559 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.005258538294583559 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005261977203190327 + ], + "opposite_logprob_tokens": [ + -5.2552618980407715 + ], + "logprob_reward": -0.005261977203190327, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005261977203190327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21658650040626526, + 0.11184956133365631, + 0.24227192997932434, + 0.04614721238613129, + 0.05389723926782608, + 0.027599245309829712, + 0.1674988567829132, + 0.046023543924093246, + 0.04265924543142319, + 0.045466646552085876 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.005261977203190327 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031949449330568314 + ], + "opposite_logprob_tokens": [ + -5.753194808959961 + ], + "logprob_reward": -0.0031949449330568314, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031949449330568314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23684120178222656, + 0.0654447004199028, + 0.07589001953601837, + 0.04077630117535591, + 0.05580383911728859, + 0.03884456679224968, + 0.04640236496925354, + 0.05404727905988693, + 0.17899776995182037, + 0.20695188641548157 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0031949449330568314 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009174905135296285 + ], + "opposite_logprob_tokens": [ + -7.000917434692383 + ], + "logprob_reward": -0.0009174905135296285, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009174905135296285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10074981302022934, + 0.109975665807724, + 0.09810390323400497, + 0.07975425571203232, + 0.07969407737255096, + 0.049761198461055756, + 0.12932230532169342, + 0.09976258873939514, + 0.04046640917658806, + 0.21240977942943573 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.0009174905135296285 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, perfectly centered wide shot captures a moment of sublime, violent chaos, focusing on a lone lighthouse defying the raging sea. The entire turbulent scene is rendered in a visceral, chaotic splash art style, conveying form and energy through explosive, uncontrolled drips and splatters of paint. The lighthouse, a classic cylindrical tower, is defined not by clean lines but by splashes of weathered white and gray paint, its shape barely able to withstand the onslaught of the storm. The sea, a vortex of deep blue, black, and turquoise pigments, blows violently through the frame, its crests forming explosive splashes of pure white that crash against the lighthouse's rocky base. Above, the dark, stormy background is a swirling vortex of indigo and charcoal. At this precise moment, a massive, jagged fork of lightning streaks across the sky, revealing bright, explosive splashes of electric white and vibrant yellow paint, with smaller, vibrant spiderwebs dripping outward. This cataclysmic light dramatically illuminates the entire scene, casting the lighthouse and the splashing textures of the churning sea into stark, high-contrast relief, and creating an overwhelming atmosphere of raw, untamed natural forces.", + "seed": 13448, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_6/index_1357_seed_13448_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.4886262319982052, + "vlm_logprob": -0.4886262319982052, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.4886262319982052, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.240424633026123 + ], + "opposite_logprob_tokens": [ + -0.11542457342147827 + ], + "logprob_reward": -2.240424633026123, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.240424633026123, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.26596540212631226, + 0.09540870785713196, + 0.10005316883325577, + 0.07507649064064026, + 0.07212049514055252, + 0.08815532922744751, + 0.07694001495838165, + 0.10222183167934418, + 0.06293527036905289, + 0.0611233189702034 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -2.240424633026123 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1799951046705246 + ], + "opposite_logprob_tokens": [ + -1.804995059967041 + ], + "logprob_reward": -0.1799951046705246, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1799951046705246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11954430490732193, + 0.1154409721493721, + 0.1612013280391693, + 0.053663283586502075, + 0.10582948476076126, + 0.12266580760478973, + 0.13533271849155426, + 0.09448139369487762, + 0.04374430328607559, + 0.048096444457769394 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.1799951046705246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009817058220505714 + ], + "opposite_logprob_tokens": [ + -4.634817123413086 + ], + "logprob_reward": -0.009817058220505714, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009817058220505714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18805184960365295, + 0.15617892146110535, + 0.10925412178039551, + 0.068680539727211, + 0.09752330183982849, + 0.10371584445238113, + 0.07379292696714401, + 0.08029171079397202, + 0.061362311244010925, + 0.061148501932621 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.009817058220505714 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264941602945328 + ], + "opposite_logprob_tokens": [ + -5.255264759063721 + ], + "logprob_reward": -0.005264941602945328, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264941602945328, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20762111246585846, + 0.08866208046674728, + 0.0822158008813858, + 0.08729472011327744, + 0.06182394549250603, + 0.1438867598772049, + 0.10042921453714371, + 0.09624732285737991, + 0.07014379650354385, + 0.06167515739798546 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.005264941602945328 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076294224709272385 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.0076294224709272385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076294224709272385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.203957661986351, + 0.09035585075616837, + 0.14778193831443787, + 0.09959691017866135, + 0.08457867801189423, + 0.08857273310422897, + 0.07043961435556412, + 0.08460507541894913, + 0.06715147197246552, + 0.06296006590127945 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0076294224709272385 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, perfectly centered wide shot captures a moment of sublime, violent chaos, focusing on a lone lighthouse defying the raging sea. The entire turbulent scene is rendered in a visceral, chaotic splash art style, conveying form and energy through explosive, uncontrolled drips and splatters of paint. The lighthouse, a classic cylindrical tower, is defined not by clean lines but by splashes of weathered white and gray paint, its shape barely able to withstand the onslaught of the storm. The sea, a vortex of deep blue, black, and turquoise pigments, blows violently through the frame, its crests forming explosive splashes of pure white that crash against the lighthouse's rocky base. Above, the dark, stormy background is a swirling vortex of indigo and charcoal. At this precise moment, a massive, jagged fork of lightning streaks across the sky, revealing bright, explosive splashes of electric white and vibrant yellow paint, with smaller, vibrant spiderwebs dripping outward. This cataclysmic light dramatically illuminates the entire scene, casting the lighthouse and the splashing textures of the churning sea into stark, high-contrast relief, and creating an overwhelming atmosphere of raw, untamed natural forces.", + "seed": 13449, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_6/index_1357_seed_13449_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11168254874646663, + "vlm_logprob": -0.11168254874646663, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.11168254874646663, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5340780019760132 + ], + "opposite_logprob_tokens": [ + -0.9090780019760132 + ], + "logprob_reward": -0.5340780019760132, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5340780019760132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1575193554162979, + 0.24464771151542664, + 0.050225213170051575, + 0.03183353319764137, + 0.09879516065120697, + 0.037963613867759705, + 0.05914382264018059, + 0.1065685972571373, + 0.07438770681619644, + 0.1389153152704239 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.5340780019760132 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552187778055668 + ], + "opposite_logprob_tokens": [ + -4.387552261352539 + ], + "logprob_reward": -0.012552187778055668, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552187778055668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15690791606903076, + 0.45324671268463135, + 0.02782972902059555, + 0.024774162098765373, + 0.059044960886240005, + 0.041506845504045486, + 0.03325909376144409, + 0.044520303606987, + 0.03492898866534233, + 0.1239812821149826 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.012552187778055668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962323863059282 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962323863059282, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962323863059282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10787089914083481, + 0.33224084973335266, + 0.03974805772304535, + 0.04573328420519829, + 0.10780924558639526, + 0.039905086159706116, + 0.07146510481834412, + 0.11043668538331985, + 0.029692575335502625, + 0.11509819328784943 + ], + "top_frames": [ + 1, + 9, + 7 + ], + "selected_reward": -0.005962323863059282 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464289728552103 + ], + "opposite_logprob_tokens": [ + -5.379642963409424 + ], + "logprob_reward": -0.00464289728552103, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464289728552103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10290152579545975, + 0.3840005099773407, + 0.023463169112801552, + 0.01854613795876503, + 0.08294523507356644, + 0.030723948031663895, + 0.04367970675230026, + 0.1122802197933197, + 0.11859054118394852, + 0.0828690156340599 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.00464289728552103 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001177332829684019 + ], + "opposite_logprob_tokens": [ + -6.7511773109436035 + ], + "logprob_reward": -0.001177332829684019, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001177332829684019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13102589547634125, + 0.26654714345932007, + 0.03901730850338936, + 0.052817925810813904, + 0.1052967831492424, + 0.04645200073719025, + 0.0805327445268631, + 0.06687440723180771, + 0.08485670387744904, + 0.12657910585403442 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.001177332829684019 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, perfectly centered wide shot captures a moment of sublime, violent chaos, focusing on a lone lighthouse defying the raging sea. The entire turbulent scene is rendered in a visceral, chaotic splash art style, conveying form and energy through explosive, uncontrolled drips and splatters of paint. The lighthouse, a classic cylindrical tower, is defined not by clean lines but by splashes of weathered white and gray paint, its shape barely able to withstand the onslaught of the storm. The sea, a vortex of deep blue, black, and turquoise pigments, blows violently through the frame, its crests forming explosive splashes of pure white that crash against the lighthouse's rocky base. Above, the dark, stormy background is a swirling vortex of indigo and charcoal. At this precise moment, a massive, jagged fork of lightning streaks across the sky, revealing bright, explosive splashes of electric white and vibrant yellow paint, with smaller, vibrant spiderwebs dripping outward. This cataclysmic light dramatically illuminates the entire scene, casting the lighthouse and the splashing textures of the churning sea into stark, high-contrast relief, and creating an overwhelming atmosphere of raw, untamed natural forces.", + "seed": 13450, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_6/index_1357_seed_13450_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2998851312324405, + "vlm_logprob": -0.2998851312324405, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.2998851312324405, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4102308750152588 + ], + "opposite_logprob_tokens": [ + -0.2852308750152588 + ], + "logprob_reward": -1.4102308750152588, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4102308750152588, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07682588696479797, + 0.05779443308711052, + 0.046833157539367676, + 0.10141225904226303, + 0.1141403466463089, + 0.17960387468338013, + 0.08929739892482758, + 0.05562091991305351, + 0.037878043949604034, + 0.24059362709522247 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -1.4102308750152588 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06208626553416252 + ], + "opposite_logprob_tokens": [ + -2.812086343765259 + ], + "logprob_reward": -0.06208626553416252, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06208626553416252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23646263778209686, + 0.061939556151628494, + 0.10534270852804184, + 0.05503992363810539, + 0.078343465924263, + 0.12990401685237885, + 0.028030991554260254, + 0.1835474818944931, + 0.024244213476777077, + 0.0971449613571167 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.06208626553416252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219510369002819 + ], + "opposite_logprob_tokens": [ + -4.264219284057617 + ], + "logprob_reward": -0.014219510369002819, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219510369002819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08438150584697723, + 0.12857317924499512, + 0.25238722562789917, + 0.07331553101539612, + 0.1847204715013504, + 0.09857196360826492, + 0.03441162034869194, + 0.06837211549282074, + 0.04510519653558731, + 0.030161196365952492 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.014219510369002819 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007639005314558744 + ], + "opposite_logprob_tokens": [ + -4.882638931274414 + ], + "logprob_reward": -0.007639005314558744, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007639005314558744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10308366268873215, + 0.13740749657154083, + 0.10370602458715439, + 0.22930684685707092, + 0.04959937557578087, + 0.03820549696683884, + 0.031335338950157166, + 0.06273308396339417, + 0.06712254136800766, + 0.1775001436471939 + ], + "top_frames": [ + 3, + 9, + 1 + ], + "selected_reward": -0.007639005314558744 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene composition a static, perfectly centered wide shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a classic cylindrical lighthouse tower?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the visual style a chaotic splash art style with explosive drips and splatters of paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a massive, jagged fork of lightning streaking across the sky with electric white and vibrant yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea depicted as a vortex of deep blue, black, and turquoise pigments crashing against the lighthouse?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249999929219484 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249999929219484, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249999929219484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0760086253285408, + 0.05216497927904129, + 0.22344326972961426, + 0.12051919847726822, + 0.07067587226629257, + 0.0509924553334713, + 0.04403454065322876, + 0.0815267339348793, + 0.03868360072374344, + 0.24195075035095215 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.005249999929219484 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_7/index_tensor([3920, 3920])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_7/index_tensor([3920, 3920])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f4eb52d9bab4d3822921060cc19209935adbf2f3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_7/index_tensor([3920, 3920])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in breathtakingly smooth high-frame-rate slow motion, a low-angle tracking shot follows a slender, feminine hand gracefully moving across a vast wheat field. The hand, with its fair skin and clean, unpolished nails, gently brushes the tops of ripe, golden stalks, fingers slightly apart, allowing the sun-bleached husks and delicate awns to slide between them. The entire scene is bathed in the warm, sweet light of the late afternoon sun, which hangs low in the sky, backlighting the action and creating a soft, ethereal halo around the hand and wheat, while gentle anamorphic lens flares drift across the frame. As the hand steadily moves forward, the wheat stalks bend in their wake, creating a visible, mesmerizing ripple that spreads like a wave across a sea of grain. The extreme slow motion allows every micro-movement to be appreciated: the gentle trembling of individual stalks, the gentle swaying of the heavy heads of grain, and the seamless, fluid movement of the hand itself, all of which create an atmosphere of tranquility, nostalgia, and a serene connection with nature.", + "seed": 15936, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_7/index_3920_seed_15936_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.040580187388695774, + "vlm_logprob": -0.040580187388695774, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.040580187388695774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031507160514593124 + ], + "opposite_logprob_tokens": [ + -3.5315072536468506 + ], + "logprob_reward": -0.031507160514593124, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031507160514593124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14218030869960785, + 0.04687657579779625, + 0.07416355609893799, + 0.05020821467041969, + 0.13963235914707184, + 0.26588496565818787, + 0.17251521348953247, + 0.04657081514596939, + 0.027345363050699234, + 0.03462265059351921 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.031507160514593124 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001949554425664246 + ], + "opposite_logprob_tokens": [ + -6.251949787139893 + ], + "logprob_reward": -0.001949554425664246, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.001949554425664246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34612947702407837, + 0.0699164941906929, + 0.06663040816783905, + 0.05265403166413307, + 0.047607529908418655, + 0.18195705115795135, + 0.09974048286676407, + 0.04674527421593666, + 0.05073777958750725, + 0.03788144513964653 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.001949554425664246 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030406713485718 + ], + "opposite_logprob_tokens": [ + -2.350304126739502 + ], + "logprob_reward": -0.10030406713485718, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030406713485718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11654208600521088, + 0.021205654367804527, + 0.01966036669909954, + 0.05265764892101288, + 0.016863510012626648, + 0.6767368316650391, + 0.04732412099838257, + 0.015055660158395767, + 0.017227331176400185, + 0.016726788133382797 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.10030406713485718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05494673550128937 + ], + "opposite_logprob_tokens": [ + -2.9299466609954834 + ], + "logprob_reward": -0.05494673550128937, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05494673550128937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23167695105075836, + 0.04536740854382515, + 0.044456012547016144, + 0.08148609846830368, + 0.0583130344748497, + 0.2157088816165924, + 0.08941701799631119, + 0.15776652097702026, + 0.04987455531954765, + 0.025933541357517242 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.05494673550128937 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193419367074966 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193419367074966, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193419367074966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3950873911380768, + 0.03266400098800659, + 0.03329601138830185, + 0.09067022055387497, + 0.027054855599999428, + 0.18941587209701538, + 0.08621206879615784, + 0.02072671428322792, + 0.02818400412797928, + 0.09668884426355362 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.014193419367074966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in breathtakingly smooth high-frame-rate slow motion, a low-angle tracking shot follows a slender, feminine hand gracefully moving across a vast wheat field. The hand, with its fair skin and clean, unpolished nails, gently brushes the tops of ripe, golden stalks, fingers slightly apart, allowing the sun-bleached husks and delicate awns to slide between them. The entire scene is bathed in the warm, sweet light of the late afternoon sun, which hangs low in the sky, backlighting the action and creating a soft, ethereal halo around the hand and wheat, while gentle anamorphic lens flares drift across the frame. As the hand steadily moves forward, the wheat stalks bend in their wake, creating a visible, mesmerizing ripple that spreads like a wave across a sea of grain. The extreme slow motion allows every micro-movement to be appreciated: the gentle trembling of individual stalks, the gentle swaying of the heavy heads of grain, and the seamless, fluid movement of the hand itself, all of which create an atmosphere of tranquility, nostalgia, and a serene connection with nature.", + "seed": 15937, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_7/index_3920_seed_15937_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02650315910577774, + "vlm_logprob": -0.02650315910577774, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.02650315910577774, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023401156067848206 + ], + "opposite_logprob_tokens": [ + -3.8984012603759766 + ], + "logprob_reward": -0.023401156067848206, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.023401156067848206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17277826368808746, + 0.06113582104444504, + 0.03565419092774391, + 0.06310170143842697, + 0.5386568903923035, + 0.013657834380865097, + 0.020036550238728523, + 0.031127627938985825, + 0.02312554605305195, + 0.04072558134794235 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.023401156067848206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022101993672549725 + ], + "opposite_logprob_tokens": [ + -6.1272101402282715 + ], + "logprob_reward": -0.0022101993672549725, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022101993672549725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20024149119853973, + 0.15359102189540863, + 0.1214308813214302, + 0.08428669720888138, + 0.1420392543077469, + 0.051517050713300705, + 0.03977993503212929, + 0.04250713437795639, + 0.050987932831048965, + 0.11361861228942871 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.0022101993672549725 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001736760139465 + ], + "opposite_logprob_tokens": [ + -2.6950173377990723 + ], + "logprob_reward": -0.07001736760139465, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001736760139465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10291991382837296, + 0.027805905789136887, + 0.07594176381826401, + 0.1203625425696373, + 0.44382455945014954, + 0.024029245600104332, + 0.02828376553952694, + 0.06817711144685745, + 0.026791132986545563, + 0.08186404407024384 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.07001736760139465 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369521722197533 + ], + "opposite_logprob_tokens": [ + -3.4086952209472656 + ], + "logprob_reward": -0.03369521722197533, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369521722197533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21615459024906158, + 0.13976526260375977, + 0.11245177686214447, + 0.1531868875026703, + 0.10877940058708191, + 0.015760639682412148, + 0.0388832651078701, + 0.06745906919240952, + 0.03775898739695549, + 0.10980010032653809 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03369521722197533 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031918552704155445 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031918552704155445, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031918552704155445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13496866822242737, + 0.04788624122738838, + 0.08103995025157928, + 0.22538167238235474, + 0.17217685282230377, + 0.028799133375287056, + 0.07262013852596283, + 0.08889275044202805, + 0.06431765109300613, + 0.08391699939966202 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.0031918552704155445 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in breathtakingly smooth high-frame-rate slow motion, a low-angle tracking shot follows a slender, feminine hand gracefully moving across a vast wheat field. The hand, with its fair skin and clean, unpolished nails, gently brushes the tops of ripe, golden stalks, fingers slightly apart, allowing the sun-bleached husks and delicate awns to slide between them. The entire scene is bathed in the warm, sweet light of the late afternoon sun, which hangs low in the sky, backlighting the action and creating a soft, ethereal halo around the hand and wheat, while gentle anamorphic lens flares drift across the frame. As the hand steadily moves forward, the wheat stalks bend in their wake, creating a visible, mesmerizing ripple that spreads like a wave across a sea of grain. The extreme slow motion allows every micro-movement to be appreciated: the gentle trembling of individual stalks, the gentle swaying of the heavy heads of grain, and the seamless, fluid movement of the hand itself, all of which create an atmosphere of tranquility, nostalgia, and a serene connection with nature.", + "seed": 15938, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_7/index_3920_seed_15938_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03517648689448834, + "vlm_logprob": -0.03517648689448834, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.03517648689448834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0242023728787899 + ], + "opposite_logprob_tokens": [ + -3.774202346801758 + ], + "logprob_reward": -0.0242023728787899, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.0242023728787899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10503813624382019, + 0.017460422590374947, + 0.031793106347322464, + 0.6732240319252014, + 0.06486807763576508, + 0.02958451770246029, + 0.02273625321686268, + 0.017972877249121666, + 0.016890745609998703, + 0.020431814715266228 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0242023728787899 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004643728025257587 + ], + "opposite_logprob_tokens": [ + -5.37964391708374 + ], + "logprob_reward": -0.004643728025257587, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004643728025257587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02548287808895111, + 0.035153452306985855, + 0.033046603202819824, + 0.1634145826101303, + 0.020839212462306023, + 0.025580674409866333, + 0.02722007967531681, + 0.5836665630340576, + 0.04921833425760269, + 0.03637765347957611 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.004643728025257587 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030633211135864 + ], + "opposite_logprob_tokens": [ + -2.350306272506714 + ], + "logprob_reward": -0.10030633211135864, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030633211135864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02437594160437584, + 0.01645197905600071, + 0.01946522481739521, + 0.0705406591296196, + 0.013301918283104897, + 0.016634099185466766, + 0.045214682817459106, + 0.6520832777023315, + 0.09962471574544907, + 0.0423075370490551 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.10030633211135864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038094088435173035 + ], + "opposite_logprob_tokens": [ + -3.2880940437316895 + ], + "logprob_reward": -0.038094088435173035, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038094088435173035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08363225311040878, + 0.053931824862957, + 0.054049793630838394, + 0.1320078819990158, + 0.03858371824026108, + 0.03937720134854317, + 0.062359459698200226, + 0.38380569219589233, + 0.07316537946462631, + 0.07908681780099869 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.038094088435173035 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635913021862507 + ], + "opposite_logprob_tokens": [ + -4.758635997772217 + ], + "logprob_reward": -0.008635913021862507, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635913021862507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057512830942869186, + 0.09497485309839249, + 0.02638019248843193, + 0.06583897769451141, + 0.028965502977371216, + 0.03451281040906906, + 0.06540537625551224, + 0.37729713320732117, + 0.0702843889594078, + 0.1788279265165329 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.008635913021862507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in breathtakingly smooth high-frame-rate slow motion, a low-angle tracking shot follows a slender, feminine hand gracefully moving across a vast wheat field. The hand, with its fair skin and clean, unpolished nails, gently brushes the tops of ripe, golden stalks, fingers slightly apart, allowing the sun-bleached husks and delicate awns to slide between them. The entire scene is bathed in the warm, sweet light of the late afternoon sun, which hangs low in the sky, backlighting the action and creating a soft, ethereal halo around the hand and wheat, while gentle anamorphic lens flares drift across the frame. As the hand steadily moves forward, the wheat stalks bend in their wake, creating a visible, mesmerizing ripple that spreads like a wave across a sea of grain. The extreme slow motion allows every micro-movement to be appreciated: the gentle trembling of individual stalks, the gentle swaying of the heavy heads of grain, and the seamless, fluid movement of the hand itself, all of which create an atmosphere of tranquility, nostalgia, and a serene connection with nature.", + "seed": 15939, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_7/index_3920_seed_15939_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03419387680478394, + "vlm_logprob": -0.03419387680478394, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.03419387680478394, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028056303039193153 + ], + "opposite_logprob_tokens": [ + -3.6530563831329346 + ], + "logprob_reward": -0.028056303039193153, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028056303039193153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11790832132101059, + 0.026268640533089638, + 0.4405738115310669, + 0.04288855567574501, + 0.05520980432629585, + 0.029383273795247078, + 0.0491805225610733, + 0.042958058416843414, + 0.024655459448695183, + 0.170973539352417 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.028056303039193153 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032011240255087614 + ], + "opposite_logprob_tokens": [ + -5.753201007843018 + ], + "logprob_reward": -0.0032011240255087614, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032011240255087614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15051379799842834, + 0.02290184050798416, + 0.05544092506170273, + 0.046124447137117386, + 0.029532540589571, + 0.03175203129649162, + 0.07205427438020706, + 0.052916269749403, + 0.4368584156036377, + 0.1019054725766182 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0032011240255087614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890323743224144 + ], + "opposite_logprob_tokens": [ + -2.4640324115753174 + ], + "logprob_reward": -0.0890323743224144, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890323743224144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05375147610902786, + 0.03251185268163681, + 0.22285956144332886, + 0.04251187667250633, + 0.03519878163933754, + 0.06107058748602867, + 0.06038346514105797, + 0.01950698532164097, + 0.27169564366340637, + 0.20050981640815735 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.0890323743224144 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305323585867882 + ], + "opposite_logprob_tokens": [ + -3.168053150177002 + ], + "logprob_reward": -0.04305323585867882, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305323585867882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1119026392698288, + 0.17917563021183014, + 0.17662405967712402, + 0.05587286502122879, + 0.09433519095182419, + 0.026924913749098778, + 0.022636545822024345, + 0.0903559997677803, + 0.1554218977689743, + 0.08675029128789902 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.04305323585867882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a slender, feminine hand with fair skin and clean, unpolished nails?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hand moving across a vast wheat field, gently brushing the tops of ripe, golden stalks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a low-angle perspective with a tracking shot following the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video exhibit high-frame-rate slow motion showing the wheat stalks bending in a visible ripple behind the hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene backlit by a low late afternoon sun creating a soft halo around the hand and wheat?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626346778124571 + ], + "opposite_logprob_tokens": [ + -4.882626533508301 + ], + "logprob_reward": -0.007626346778124571, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626346778124571, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05408896133303642, + 0.2328813672065735, + 0.1572292447090149, + 0.05966722592711449, + 0.014755693264305592, + 0.021804586052894592, + 0.019693143665790558, + 0.2339058667421341, + 0.13091252744197845, + 0.07506142556667328 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.007626346778124571 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_8/index_tensor([9842, 9842])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_8/index_tensor([9842, 9842])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bdb8214d59bb6fbfa1f1fe98eee8e0d18fe9afa2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_8/index_tensor([9842, 9842])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angle macro lens initiates the time-lapse footage, focusing on a perfectly clear cube of machine-made ice, nestled in the center of the textured surface of a dark, matte stone countertop. Bright, indirect daylight streams in from an invisible, off-camera window, illuminating the scene and creating brilliant, mirror-like highlights on the cube's crystalline face. The time-lapse begins with the cube in its pristine geometric state, its sharp edges defined and solid. As the sequence accelerates, the sharp corners relentlessly soften and round, leaving the surface smooth with a shimmering film of condensation. A small, shimmering puddle begins to form at its base, its crystal-clear water steadily and deliberately expanding outward in an ever-larger circle across the dark stone. The ice cube gradually shrinks, its solid form yielding to a more organic, melting shape, while the expanding puddle around it captures and reflects the soft ambient light, creating a stark, beautiful contrast against the dark countertop. The shallow depth of field renders the background into a soft blur, creating a minimalist and focused composition that evokes a tranquil and contemplative atmosphere, highlighting the quiet, inevitable transformation from solid to liquid.", + "seed": 27894, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_8/index_9842_seed_27894_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17701773415319622, + "vlm_logprob": -0.17701773415319622, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.17701773415319622, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8272436261177063 + ], + "opposite_logprob_tokens": [ + -0.5772436261177063 + ], + "logprob_reward": -0.8272436261177063, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8272436261177063, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.42170974612236023, + 0.1292048692703247, + 0.0459984689950943, + 0.04473603889346123, + 0.04396316409111023, + 0.03463170677423477, + 0.038894496858119965, + 0.0744846761226654, + 0.0629638135433197, + 0.10341299325227737 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.8272436261177063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006746016908437014 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006746016908437014, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006746016908437014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27305760979652405, + 0.12568043172359467, + 0.11428944766521454, + 0.08520647138357162, + 0.0739113837480545, + 0.02539527602493763, + 0.05776304751634598, + 0.04054323211312294, + 0.12678401172161102, + 0.07736910879611969 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.006746016908437014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032024311367422342 + ], + "opposite_logprob_tokens": [ + -5.753202438354492 + ], + "logprob_reward": -0.0032024311367422342, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032024311367422342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29596516489982605, + 0.05432581529021263, + 0.06010764092206955, + 0.06584268063306808, + 0.03831399604678154, + 0.05312475934624672, + 0.03590729460120201, + 0.05815090984106064, + 0.0694192424416542, + 0.26884251832962036 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0032024311367422342 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033702824264764786 + ], + "opposite_logprob_tokens": [ + -3.408702850341797 + ], + "logprob_reward": -0.033702824264764786, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033702824264764786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15585747361183167, + 0.0896826684474945, + 0.03925226256251335, + 0.06468357890844345, + 0.05481698736548424, + 0.04421915113925934, + 0.03543267399072647, + 0.025580357760190964, + 0.05657249316573143, + 0.43390241265296936 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.033702824264764786 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193772338330746 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193772338330746, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193772338330746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.082167848944664, + 0.09498099982738495, + 0.09206193685531616, + 0.04280636087059975, + 0.059538837522268295, + 0.054462965577840805, + 0.19021174311637878, + 0.17903701961040497, + 0.04959844425320625, + 0.15513378381729126 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.014193772338330746 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle macro lens initiates the time-lapse footage, focusing on a perfectly clear cube of machine-made ice, nestled in the center of the textured surface of a dark, matte stone countertop. Bright, indirect daylight streams in from an invisible, off-camera window, illuminating the scene and creating brilliant, mirror-like highlights on the cube's crystalline face. The time-lapse begins with the cube in its pristine geometric state, its sharp edges defined and solid. As the sequence accelerates, the sharp corners relentlessly soften and round, leaving the surface smooth with a shimmering film of condensation. A small, shimmering puddle begins to form at its base, its crystal-clear water steadily and deliberately expanding outward in an ever-larger circle across the dark stone. The ice cube gradually shrinks, its solid form yielding to a more organic, melting shape, while the expanding puddle around it captures and reflects the soft ambient light, creating a stark, beautiful contrast against the dark countertop. The shallow depth of field renders the background into a soft blur, creating a minimalist and focused composition that evokes a tranquil and contemplative atmosphere, highlighting the quiet, inevitable transformation from solid to liquid.", + "seed": 27895, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_8/index_9842_seed_27895_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3387926716823131, + "vlm_logprob": -0.3387926716823131, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.3387926716823131, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6011168956756592 + ], + "opposite_logprob_tokens": [ + -0.22611688077449799 + ], + "logprob_reward": -1.6011168956756592, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6011168956756592, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05038326606154442, + 0.035068828612565994, + 0.014442844316363335, + 0.10349027812480927, + 0.07257493585348129, + 0.04414725676178932, + 0.06394897401332855, + 0.09660504013299942, + 0.4527173936367035, + 0.06662111729383469 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -1.6011168956756592 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026365121826529503 + ], + "opposite_logprob_tokens": [ + -3.651365041732788 + ], + "logprob_reward": -0.026365121826529503, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026365121826529503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025369396433234215, + 0.033475395292043686, + 0.020696628838777542, + 0.059233877807855606, + 0.09269144386053085, + 0.03380008786916733, + 0.04621946066617966, + 0.43909987807273865, + 0.09417089074850082, + 0.1552428901195526 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.026365121826529503 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002831975230947137 + ], + "opposite_logprob_tokens": [ + -5.877831935882568 + ], + "logprob_reward": -0.002831975230947137, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002831975230947137, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07191412895917892, + 0.04442116990685463, + 0.02702363021671772, + 0.13126017153263092, + 0.08498535305261612, + 0.06332991272211075, + 0.12197097390890121, + 0.12403728067874908, + 0.21827968955039978, + 0.11277776211500168 + ], + "top_frames": [ + 8, + 3, + 7 + ], + "selected_reward": -0.002831975230947137 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020582539960741997 + ], + "opposite_logprob_tokens": [ + -3.895582437515259 + ], + "logprob_reward": -0.020582539960741997, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020582539960741997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0633029043674469, + 0.03446757420897484, + 0.01568450964987278, + 0.03906429186463356, + 0.07140134274959564, + 0.14308099448680878, + 0.11476051062345505, + 0.1060108169913292, + 0.276283323764801, + 0.1359436959028244 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.020582539960741997 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306682571768761 + ], + "opposite_logprob_tokens": [ + -3.1680667400360107 + ], + "logprob_reward": -0.04306682571768761, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306682571768761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1411762684583664, + 0.09230680018663406, + 0.11847914010286331, + 0.0832890123128891, + 0.06736987829208374, + 0.0912703424692154, + 0.07725425809621811, + 0.1575733870267868, + 0.05268169194459915, + 0.11859918385744095 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.04306682571768761 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle macro lens initiates the time-lapse footage, focusing on a perfectly clear cube of machine-made ice, nestled in the center of the textured surface of a dark, matte stone countertop. Bright, indirect daylight streams in from an invisible, off-camera window, illuminating the scene and creating brilliant, mirror-like highlights on the cube's crystalline face. The time-lapse begins with the cube in its pristine geometric state, its sharp edges defined and solid. As the sequence accelerates, the sharp corners relentlessly soften and round, leaving the surface smooth with a shimmering film of condensation. A small, shimmering puddle begins to form at its base, its crystal-clear water steadily and deliberately expanding outward in an ever-larger circle across the dark stone. The ice cube gradually shrinks, its solid form yielding to a more organic, melting shape, while the expanding puddle around it captures and reflects the soft ambient light, creating a stark, beautiful contrast against the dark countertop. The shallow depth of field renders the background into a soft blur, creating a minimalist and focused composition that evokes a tranquil and contemplative atmosphere, highlighting the quiet, inevitable transformation from solid to liquid.", + "seed": 27896, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_8/index_9842_seed_27896_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3217395098879933, + "vlm_logprob": -0.3217395098879933, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.3217395098879933, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.5028371810913086 + ], + "opposite_logprob_tokens": [ + -0.2528371810913086 + ], + "logprob_reward": -1.5028371810913086, + "yes_no_margin_reward": -1.25, + "token_credit_reward": -1.5028371810913086, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10410953313112259, + 0.06225511059165001, + 0.03345447778701782, + 0.048747848719358444, + 0.10355988144874573, + 0.03516332060098648, + 0.07084764540195465, + 0.10282676666975021, + 0.32768577337265015, + 0.11134965717792511 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -1.5028371810913086 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033714234828948975 + ], + "opposite_logprob_tokens": [ + -3.4087142944335938 + ], + "logprob_reward": -0.033714234828948975, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033714234828948975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17921793460845947, + 0.23049093782901764, + 0.033982373774051666, + 0.0229291170835495, + 0.11804303526878357, + 0.03869324550032616, + 0.041087906807661057, + 0.05349721387028694, + 0.18304717540740967, + 0.09901106357574463 + ], + "top_frames": [ + 1, + 8, + 0 + ], + "selected_reward": -0.033714234828948975 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004649660550057888 + ], + "opposite_logprob_tokens": [ + -5.379649639129639 + ], + "logprob_reward": -0.004649660550057888, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004649660550057888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16468460857868195, + 0.05070732161402702, + 0.02951299585402012, + 0.05484979227185249, + 0.08443883806467056, + 0.0544603206217289, + 0.04977084696292877, + 0.1178121492266655, + 0.2339513748884201, + 0.15981179475784302 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.004649660550057888 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012542063370347023 + ], + "opposite_logprob_tokens": [ + -4.387542247772217 + ], + "logprob_reward": -0.012542063370347023, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012542063370347023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09737841784954071, + 0.03970276936888695, + 0.02584189735352993, + 0.026312125846743584, + 0.03639628365635872, + 0.026705175638198853, + 0.06275105476379395, + 0.26812106370925903, + 0.2842310965061188, + 0.1325601041316986 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.012542063370347023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549544095993042 + ], + "opposite_logprob_tokens": [ + -2.9299545288085938 + ], + "logprob_reward": -0.0549544095993042, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549544095993042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17776381969451904, + 0.10075473040342331, + 0.027433967217803, + 0.030399397015571594, + 0.09372950345277786, + 0.06228652969002724, + 0.03143230453133583, + 0.05291694775223732, + 0.20393234491348267, + 0.2193504124879837 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0549544095993042 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle macro lens initiates the time-lapse footage, focusing on a perfectly clear cube of machine-made ice, nestled in the center of the textured surface of a dark, matte stone countertop. Bright, indirect daylight streams in from an invisible, off-camera window, illuminating the scene and creating brilliant, mirror-like highlights on the cube's crystalline face. The time-lapse begins with the cube in its pristine geometric state, its sharp edges defined and solid. As the sequence accelerates, the sharp corners relentlessly soften and round, leaving the surface smooth with a shimmering film of condensation. A small, shimmering puddle begins to form at its base, its crystal-clear water steadily and deliberately expanding outward in an ever-larger circle across the dark stone. The ice cube gradually shrinks, its solid form yielding to a more organic, melting shape, while the expanding puddle around it captures and reflects the soft ambient light, creating a stark, beautiful contrast against the dark countertop. The shallow depth of field renders the background into a soft blur, creating a minimalist and focused composition that evokes a tranquil and contemplative atmosphere, highlighting the quiet, inevitable transformation from solid to liquid.", + "seed": 27897, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_8/index_9842_seed_27897_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08140937509015203, + "vlm_logprob": -0.08140937509015203, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.08140937509015203, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28318169713020325 + ], + "opposite_logprob_tokens": [ + -1.4081816673278809 + ], + "logprob_reward": -0.28318169713020325, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28318169713020325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3458007276058197, + 0.08974595367908478, + 0.06519841402769089, + 0.04753127321600914, + 0.07645494490861893, + 0.08210460841655731, + 0.07962418347597122, + 0.06115761026740074, + 0.12262977659702301, + 0.029752448201179504 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.28318169713020325 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608232781291008 + ], + "opposite_logprob_tokens": [ + -4.141082286834717 + ], + "logprob_reward": -0.01608232781291008, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608232781291008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.540353000164032, + 0.170815110206604, + 0.042480651289224625, + 0.0686774030327797, + 0.011872125789523125, + 0.060283880680799484, + 0.028596235439181328, + 0.0386773943901062, + 0.019159238785505295, + 0.019084934145212173 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.01608232781291008 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811221942305565 + ], + "opposite_logprob_tokens": [ + -3.288112163543701 + ], + "logprob_reward": -0.03811221942305565, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811221942305565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07466103881597519, + 0.6146222352981567, + 0.0670212134718895, + 0.03408588841557503, + 0.02572970651090145, + 0.06087275221943855, + 0.04221990704536438, + 0.026725206524133682, + 0.03083915449678898, + 0.023222817108035088 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03811221942305565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0620436929166317 + ], + "opposite_logprob_tokens": [ + -2.8120436668395996 + ], + "logprob_reward": -0.0620436929166317, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.0620436929166317, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11479176580905914, + 0.5689812898635864, + 0.044513456523418427, + 0.014477347023785114, + 0.01807783730328083, + 0.030255582183599472, + 0.0852784588932991, + 0.07563081383705139, + 0.03522784262895584, + 0.01276556309312582 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.0620436929166317 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a perfectly clear cube of machine-made ice?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the ice cube placed on a textured dark matte stone countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video show the ice cube's sharp corners softening and rounding over time?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a crystal-clear puddle form at the base and expand outward in a circle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background rendered as a soft blur due to shallow depth of field?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626938167959452 + ], + "opposite_logprob_tokens": [ + -4.882627010345459 + ], + "logprob_reward": -0.007626938167959452, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626938167959452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10255594551563263, + 0.2476661503314972, + 0.07644226402044296, + 0.06813554465770721, + 0.11681317538022995, + 0.05697798356413841, + 0.08094819635152817, + 0.12578201293945312, + 0.09592833369970322, + 0.02875038981437683 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.007626938167959452 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_9/index_tensor([1354, 1354])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_9/index_tensor([1354, 1354])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5a06014d3b2a3ebfae6c8546525797da83f92e5f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_9/index_tensor([1354, 1354])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle shot captures a seamless timelapse of the unmistakable power of human labor within a vast, biomechanical landscape, Giger-esque. The entire scene is immersed in a monochromatic palette of gunmetal gray, corroded brown, and bone white, illuminated by a single, harsh, cold light source from above, carving deep, oppressive shadows. The ground itself is not dirt, but a floor composed of interlaced metal plates fused to skeletal vertebrae and tangled with thick, black, vein-like cables that appear to writhe subtly. As a section of the metal floor cracks and breaks, a shimmering, phallic fungus—Bamboo Algae—erupts from it with grotesque force, and the passage of time begins. Its surface, a polished, obsidian-black chitin, smooth with a viscous, oily fluid, catches mirrored highlights as it rapidly elongates upward in a series of piston-like expansions, its stems revealing ribbed, biomechanical segments that pulsate with a sickening, viscous rhythm. Growth peaks when the fungus's bulbous head splits open, allowing a delicate, tattered veil to unfold; this is no lace, but an intricate biomechanical web of silvery filaments and translucent, veiny membranes dripping with black fluid, creating a nightmarish alien atmosphere of vast, complex life blossoming within a dead metal world.", + "seed": 3677, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_9/index_1354_seed_3677_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05829244293272495, + "vlm_logprob": -0.05829244293272495, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.05829244293272495, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16723418235778809 + ], + "opposite_logprob_tokens": [ + -1.917234182357788 + ], + "logprob_reward": -0.16723418235778809, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16723418235778809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32648664712905884, + 0.11569216847419739, + 0.08879908919334412, + 0.12445700913667679, + 0.07678567618131638, + 0.07845372706651688, + 0.05605166405439377, + 0.03597117215394974, + 0.03313545882701874, + 0.06416738778352737 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.16723418235778809 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008663213811814785 + ], + "opposite_logprob_tokens": [ + -4.758663177490234 + ], + "logprob_reward": -0.008663213811814785, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008663213811814785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29525306820869446, + 0.09344134479761124, + 0.08719728142023087, + 0.043214101344347, + 0.15495339035987854, + 0.06697452813386917, + 0.04054779186844826, + 0.049807701259851456, + 0.12322778254747391, + 0.045383017510175705 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.008663213811814785 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584292709827423 + ], + "opposite_logprob_tokens": [ + -3.8955843448638916 + ], + "logprob_reward": -0.020584292709827423, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584292709827423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17011776566505432, + 0.05579784885048866, + 0.16422080993652344, + 0.05323747545480728, + 0.11630001664161682, + 0.15721838176250458, + 0.05472614988684654, + 0.06902192533016205, + 0.0809183344244957, + 0.07844122499227524 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.020584292709827423 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005950118415057659 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005950118415057659, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005950118415057659, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0828089565038681, + 0.06165540590882301, + 0.07684049010276794, + 0.03626377508044243, + 0.08469099551439285, + 0.3065508306026459, + 0.05939614400267601, + 0.12223450094461441, + 0.0792802944779396, + 0.09027859568595886 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.005950118415057659 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903040736913681 + ], + "opposite_logprob_tokens": [ + -2.4640305042266846 + ], + "logprob_reward": -0.08903040736913681, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903040736913681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24344474077224731, + 0.1554616242647171, + 0.08567734807729721, + 0.06676840037107468, + 0.1307707279920578, + 0.09353680163621902, + 0.030178681015968323, + 0.0331728421151638, + 0.10826712101697922, + 0.052721668034791946 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.08903040736913681 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot captures a seamless timelapse of the unmistakable power of human labor within a vast, biomechanical landscape, Giger-esque. The entire scene is immersed in a monochromatic palette of gunmetal gray, corroded brown, and bone white, illuminated by a single, harsh, cold light source from above, carving deep, oppressive shadows. The ground itself is not dirt, but a floor composed of interlaced metal plates fused to skeletal vertebrae and tangled with thick, black, vein-like cables that appear to writhe subtly. As a section of the metal floor cracks and breaks, a shimmering, phallic fungus—Bamboo Algae—erupts from it with grotesque force, and the passage of time begins. Its surface, a polished, obsidian-black chitin, smooth with a viscous, oily fluid, catches mirrored highlights as it rapidly elongates upward in a series of piston-like expansions, its stems revealing ribbed, biomechanical segments that pulsate with a sickening, viscous rhythm. Growth peaks when the fungus's bulbous head splits open, allowing a delicate, tattered veil to unfold; this is no lace, but an intricate biomechanical web of silvery filaments and translucent, veiny membranes dripping with black fluid, creating a nightmarish alien atmosphere of vast, complex life blossoming within a dead metal world.", + "seed": 3678, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_9/index_1354_seed_3678_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03213753579184413, + "vlm_logprob": -0.03213753579184413, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.03213753579184413, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08620277047157288 + ], + "opposite_logprob_tokens": [ + -2.58620285987854 + ], + "logprob_reward": -0.08620277047157288, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08620277047157288, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24381673336029053, + 0.03314780443906784, + 0.022719360888004303, + 0.18351863324642181, + 0.19999857246875763, + 0.055357567965984344, + 0.10115014016628265, + 0.04553835466504097, + 0.08157277852296829, + 0.03318002447485924 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.08620277047157288 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004658559802919626 + ], + "opposite_logprob_tokens": [ + -5.3796586990356445 + ], + "logprob_reward": -0.004658559802919626, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004658559802919626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19903165102005005, + 0.02466435916721821, + 0.029176993295550346, + 0.05940135568380356, + 0.37894538044929504, + 0.032386358827352524, + 0.046020910143852234, + 0.08317404985427856, + 0.0885486975312233, + 0.058650266379117966 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.004658559802919626 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349330320954323 + ], + "opposite_logprob_tokens": [ + -3.6513493061065674 + ], + "logprob_reward": -0.026349330320954323, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349330320954323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08793605864048004, + 0.022996213287115097, + 0.0432589091360569, + 0.038258153945207596, + 0.3015875518321991, + 0.057852670550346375, + 0.11185524612665176, + 0.02935662493109703, + 0.1944502741098404, + 0.11244824528694153 + ], + "top_frames": [ + 4, + 8, + 9 + ], + "selected_reward": -0.026349330320954323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978341419249773 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.00978341419249773, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978341419249773, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10215537995100021, + 0.03363625332713127, + 0.05766341835260391, + 0.19068580865859985, + 0.11791440099477768, + 0.054070744663476944, + 0.18678967654705048, + 0.059563055634498596, + 0.1345045566558838, + 0.06301669776439667 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.00978341419249773 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369360417127609 + ], + "opposite_logprob_tokens": [ + -3.408693552017212 + ], + "logprob_reward": -0.03369360417127609, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369360417127609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07966966927051544, + 0.05030931904911995, + 0.08550692349672318, + 0.11955150961875916, + 0.3356410562992096, + 0.08015219867229462, + 0.1408519297838211, + 0.02613021433353424, + 0.05176468566060066, + 0.030422497540712357 + ], + "top_frames": [ + 4, + 6, + 3 + ], + "selected_reward": -0.03369360417127609 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot captures a seamless timelapse of the unmistakable power of human labor within a vast, biomechanical landscape, Giger-esque. The entire scene is immersed in a monochromatic palette of gunmetal gray, corroded brown, and bone white, illuminated by a single, harsh, cold light source from above, carving deep, oppressive shadows. The ground itself is not dirt, but a floor composed of interlaced metal plates fused to skeletal vertebrae and tangled with thick, black, vein-like cables that appear to writhe subtly. As a section of the metal floor cracks and breaks, a shimmering, phallic fungus—Bamboo Algae—erupts from it with grotesque force, and the passage of time begins. Its surface, a polished, obsidian-black chitin, smooth with a viscous, oily fluid, catches mirrored highlights as it rapidly elongates upward in a series of piston-like expansions, its stems revealing ribbed, biomechanical segments that pulsate with a sickening, viscous rhythm. Growth peaks when the fungus's bulbous head splits open, allowing a delicate, tattered veil to unfold; this is no lace, but an intricate biomechanical web of silvery filaments and translucent, veiny membranes dripping with black fluid, creating a nightmarish alien atmosphere of vast, complex life blossoming within a dead metal world.", + "seed": 3679, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_9/index_1354_seed_3679_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07889667050912977, + "vlm_logprob": -0.07889667050912977, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.07889667050912977, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26547157764434814 + ], + "opposite_logprob_tokens": [ + -1.5154715776443481 + ], + "logprob_reward": -0.26547157764434814, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26547157764434814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.298775315284729, + 0.11476100981235504, + 0.05000448226928711, + 0.07963117957115173, + 0.051958005875349045, + 0.07174964994192123, + 0.08390000462532043, + 0.11740541458129883, + 0.07749567180871964, + 0.054319195449352264 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.26547157764434814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005976070184260607 + ], + "opposite_logprob_tokens": [ + -5.13097620010376 + ], + "logprob_reward": -0.005976070184260607, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005976070184260607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09373423457145691, + 0.11954239755868912, + 0.11099278926849365, + 0.07433729618787766, + 0.05295239016413689, + 0.05613348260521889, + 0.09665985405445099, + 0.19621111452579498, + 0.13376325368881226, + 0.06567318737506866 + ], + "top_frames": [ + 7, + 8, + 1 + ], + "selected_reward": -0.005976070184260607 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358386501669884 + ], + "opposite_logprob_tokens": [ + -3.6513583660125732 + ], + "logprob_reward": -0.026358386501669884, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358386501669884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045399799942970276, + 0.09023363888263702, + 0.06783530861139297, + 0.07641982287168503, + 0.06298743933439255, + 0.05357605591416359, + 0.1258966326713562, + 0.18429052829742432, + 0.14565762877464294, + 0.1477031707763672 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.026358386501669884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076340362429618835 + ], + "opposite_logprob_tokens": [ + -4.882634162902832 + ], + "logprob_reward": -0.0076340362429618835, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076340362429618835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0941048264503479, + 0.12031717598438263, + 0.09101781249046326, + 0.056641388684511185, + 0.0883542001247406, + 0.04220831021666527, + 0.17746390402317047, + 0.11460466682910919, + 0.15296712517738342, + 0.0623205341398716 + ], + "top_frames": [ + 6, + 8, + 1 + ], + "selected_reward": -0.0076340362429618835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890432819724083 + ], + "opposite_logprob_tokens": [ + -2.464043378829956 + ], + "logprob_reward": -0.0890432819724083, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890432819724083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17052535712718964, + 0.09209466725587845, + 0.06322469562292099, + 0.10186062008142471, + 0.07405633479356766, + 0.04951034486293793, + 0.08496596664190292, + 0.18892879784107208, + 0.11402123421430588, + 0.06081194803118706 + ], + "top_frames": [ + 7, + 0, + 8 + ], + "selected_reward": -0.0890432819724083 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot captures a seamless timelapse of the unmistakable power of human labor within a vast, biomechanical landscape, Giger-esque. The entire scene is immersed in a monochromatic palette of gunmetal gray, corroded brown, and bone white, illuminated by a single, harsh, cold light source from above, carving deep, oppressive shadows. The ground itself is not dirt, but a floor composed of interlaced metal plates fused to skeletal vertebrae and tangled with thick, black, vein-like cables that appear to writhe subtly. As a section of the metal floor cracks and breaks, a shimmering, phallic fungus—Bamboo Algae—erupts from it with grotesque force, and the passage of time begins. Its surface, a polished, obsidian-black chitin, smooth with a viscous, oily fluid, catches mirrored highlights as it rapidly elongates upward in a series of piston-like expansions, its stems revealing ribbed, biomechanical segments that pulsate with a sickening, viscous rhythm. Growth peaks when the fungus's bulbous head splits open, allowing a delicate, tattered veil to unfold; this is no lace, but an intricate biomechanical web of silvery filaments and translucent, veiny membranes dripping with black fluid, creating a nightmarish alien atmosphere of vast, complex life blossoming within a dead metal world.", + "seed": 3680, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000079/group_9/index_1354_seed_3680_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1295913890004158, + "vlm_logprob": -0.1295913890004158, + "vlm_yes_no_margin": 3.1249999940395354, + "vlm_token_credit": -0.1295913890004158, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4888075888156891 + ], + "opposite_logprob_tokens": [ + -0.9888075590133667 + ], + "logprob_reward": -0.4888075888156891, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.4888075888156891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09977173060178757, + 0.05950978398323059, + 0.09793195873498917, + 0.1850433200597763, + 0.3064849376678467, + 0.06060167774558067, + 0.04323003441095352, + 0.07487495243549347, + 0.02510594204068184, + 0.04744565114378929 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.4888075888156891 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009815641678869724 + ], + "opposite_logprob_tokens": [ + -4.634815692901611 + ], + "logprob_reward": -0.009815641678869724, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009815641678869724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1652923971414566, + 0.09401257336139679, + 0.0801650881767273, + 0.23134098947048187, + 0.16859358549118042, + 0.08130842447280884, + 0.032473281025886536, + 0.05478754639625549, + 0.04818960651755333, + 0.043836530297994614 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.009815641678869724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307207837700844 + ], + "opposite_logprob_tokens": [ + -3.168071985244751 + ], + "logprob_reward": -0.04307207837700844, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307207837700844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.107770174741745, + 0.06661427766084671, + 0.048920340836048126, + 0.09421645849943161, + 0.37226805090904236, + 0.05964716523885727, + 0.035306986421346664, + 0.08262506872415543, + 0.08842964470386505, + 0.04420178756117821 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.04307207837700844 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952606908977032 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952606908977032, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952606908977032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13829582929611206, + 0.06269607692956924, + 0.10666175186634064, + 0.14906582236289978, + 0.11570203304290771, + 0.08241629600524902, + 0.05856313928961754, + 0.10921279340982437, + 0.050492171198129654, + 0.1268940418958664 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.005952606908977032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a static, low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the environment a biomechanical landscape featuring a floor of interlaced metal plates fused to skeletal vertebrae with black vein-like cables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a section of the metal floor crack and break to reveal a shimmering, phallic Bamboo Algae fungus erupting from it?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the fungus exhibit obsidian-black chitin, piston-like expansions, and a bulbous head splitting to reveal a silvery biomechanical web dripping with black fluid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene illuminated by a single, harsh, cold light source from above creating deep, oppressive shadows within a monochromatic palette of gunmetal gray, corroded brown, and bone white?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030902922153473 + ], + "opposite_logprob_tokens": [ + -2.350309133529663 + ], + "logprob_reward": -0.10030902922153473, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030902922153473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13083352148532867, + 0.11494886875152588, + 0.06281296908855438, + 0.17981359362602234, + 0.19049665331840515, + 0.10816898196935654, + 0.05310383066534996, + 0.05691942200064659, + 0.024181094020605087, + 0.0787210762500763 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.10030902922153473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_0/index_tensor([5950, 5950])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_0/index_tensor([5950, 5950])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5e5f820fa70dd7d94131cf8aa7debea82b6c0f3a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_0/index_tensor([5950, 5950])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "high-angle lens, positioned directly above a clear glass table, slowly zooms in to capture the dynamic motion of a delicate white porcelain plate spinning rapidly on its reflective surface. The tray's rim is adorned with a delicate blue floral pattern, which initially blurs into circular streaks of color under the focused, warm glow of a table lamp just outside the frame. As the saucer's rotation deliberately slows, its pattern becomes more distinct, and it gently sways before coming to a completely silent halt. The camera's movement stops, transitioning into a static, top-down view, depicting the final composition: the saucer now rests motionless a few inches from the bottom of a stack of three old hardcover books, clad in a variety of dark green leather, faded crimson cloth, and beige linen. The entire scene is bathed in realistic study lighting, casting soft shadows and creating a welcoming atmosphere, while the polished glass tabletop reflects the warm light and the serenity of the objects.", + "seed": 24152, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_0/index_5950_seed_24152_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04422574788331986, + "vlm_logprob": -0.04422574788331986, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.04422574788331986, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025498002767562866 + ], + "opposite_logprob_tokens": [ + -3.7754979133605957 + ], + "logprob_reward": -0.025498002767562866, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025498002767562866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4347164034843445, + 0.05341070890426636, + 0.09230883419513702, + 0.028903618454933167, + 0.03740118443965912, + 0.07083206623792648, + 0.1475517302751541, + 0.04747689515352249, + 0.05750579759478569, + 0.029892733320593834 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.025498002767562866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211225688457489 + ], + "opposite_logprob_tokens": [ + -2.812112331390381 + ], + "logprob_reward": -0.06211225688457489, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211225688457489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3522416651248932, + 0.2005351334810257, + 0.14546774327754974, + 0.09918162971735, + 0.025969233363866806, + 0.07267528027296066, + 0.0403045192360878, + 0.010826272889971733, + 0.01750500686466694, + 0.035293564200401306 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.06211225688457489 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001914829015732 + ], + "opposite_logprob_tokens": [ + -2.695019245147705 + ], + "logprob_reward": -0.07001914829015732, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001914829015732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23903483152389526, + 0.28487861156463623, + 0.12674832344055176, + 0.052850015461444855, + 0.028506215661764145, + 0.09184832870960236, + 0.090737484395504, + 0.030304638668894768, + 0.023423032835125923, + 0.03166840970516205 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07001914829015732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029805727303028107 + ], + "opposite_logprob_tokens": [ + -3.5298056602478027 + ], + "logprob_reward": -0.029805727303028107, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029805727303028107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43062564730644226, + 0.16842865943908691, + 0.08550386130809784, + 0.0481279082596302, + 0.05371676757931709, + 0.08070872724056244, + 0.04237280786037445, + 0.02192300371825695, + 0.036108098924160004, + 0.03248456493020058 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.029805727303028107 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369360417127609 + ], + "opposite_logprob_tokens": [ + -3.408693552017212 + ], + "logprob_reward": -0.03369360417127609, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369360417127609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22448870539665222, + 0.05150562524795532, + 0.02865021675825119, + 0.028845611959695816, + 0.21055789291858673, + 0.12902672588825226, + 0.12855367362499237, + 0.0905468538403511, + 0.06846681982278824, + 0.03935777395963669 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.03369360417127609 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle lens, positioned directly above a clear glass table, slowly zooms in to capture the dynamic motion of a delicate white porcelain plate spinning rapidly on its reflective surface. The tray's rim is adorned with a delicate blue floral pattern, which initially blurs into circular streaks of color under the focused, warm glow of a table lamp just outside the frame. As the saucer's rotation deliberately slows, its pattern becomes more distinct, and it gently sways before coming to a completely silent halt. The camera's movement stops, transitioning into a static, top-down view, depicting the final composition: the saucer now rests motionless a few inches from the bottom of a stack of three old hardcover books, clad in a variety of dark green leather, faded crimson cloth, and beige linen. The entire scene is bathed in realistic study lighting, casting soft shadows and creating a welcoming atmosphere, while the polished glass tabletop reflects the warm light and the serenity of the objects.", + "seed": 24153, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_0/index_5950_seed_24153_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13254213891923428, + "vlm_logprob": -0.13254213891923428, + "vlm_yes_no_margin": 2.475, + "vlm_token_credit": -0.13254213891923428, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02915951795876026 + ], + "opposite_logprob_tokens": [ + -3.6541595458984375 + ], + "logprob_reward": -0.02915951795876026, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02915951795876026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38922762870788574, + 0.09757839888334274, + 0.044135089963674545, + 0.06746890395879745, + 0.10026625543832779, + 0.0810992494225502, + 0.04844393581151962, + 0.04120728746056557, + 0.06578902155160904, + 0.0647842064499855 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02915951795876026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043105076998472214 + ], + "opposite_logprob_tokens": [ + -3.168105125427246 + ], + "logprob_reward": -0.043105076998472214, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043105076998472214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17706191539764404, + 0.06084172800183296, + 0.0447203703224659, + 0.05385175347328186, + 0.17985519766807556, + 0.14173556864261627, + 0.04612623155117035, + 0.03951551765203476, + 0.1656235307455063, + 0.09066817164421082 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.043105076998472214 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387044757604599 + ], + "opposite_logprob_tokens": [ + -1.1370447874069214 + ], + "logprob_reward": -0.387044757604599, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.387044757604599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2068318873643875, + 0.05437327176332474, + 0.04773406311869621, + 0.09420587122440338, + 0.09126698225736618, + 0.10108224302530289, + 0.05292464792728424, + 0.05573948100209236, + 0.21035176515579224, + 0.08548980206251144 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.387044757604599 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603444516658783 + ], + "opposite_logprob_tokens": [ + -1.9103444814682007 + ], + "logprob_reward": -0.1603444516658783, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603444516658783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24474386870861053, + 0.08995739370584488, + 0.03665123134851456, + 0.08484891802072525, + 0.0736846849322319, + 0.11863981187343597, + 0.052221279591321945, + 0.08421573042869568, + 0.12928299605846405, + 0.08575400710105896 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.1603444516658783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305689036846161 + ], + "opposite_logprob_tokens": [ + -3.1680569648742676 + ], + "logprob_reward": -0.04305689036846161, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305689036846161, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2955162525177002, + 0.1006041094660759, + 0.09967993944883347, + 0.0835835412144661, + 0.03185166418552399, + 0.04748893529176712, + 0.08731222152709961, + 0.13207699358463287, + 0.05782388523221016, + 0.0640624389052391 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.04305689036846161 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle lens, positioned directly above a clear glass table, slowly zooms in to capture the dynamic motion of a delicate white porcelain plate spinning rapidly on its reflective surface. The tray's rim is adorned with a delicate blue floral pattern, which initially blurs into circular streaks of color under the focused, warm glow of a table lamp just outside the frame. As the saucer's rotation deliberately slows, its pattern becomes more distinct, and it gently sways before coming to a completely silent halt. The camera's movement stops, transitioning into a static, top-down view, depicting the final composition: the saucer now rests motionless a few inches from the bottom of a stack of three old hardcover books, clad in a variety of dark green leather, faded crimson cloth, and beige linen. The entire scene is bathed in realistic study lighting, casting soft shadows and creating a welcoming atmosphere, while the polished glass tabletop reflects the warm light and the serenity of the objects.", + "seed": 24154, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_0/index_5950_seed_24154_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09737601764500141, + "vlm_logprob": -0.09737601764500141, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.09737601764500141, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018828241154551506 + ], + "opposite_logprob_tokens": [ + -4.268828392028809 + ], + "logprob_reward": -0.018828241154551506, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.018828241154551506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.013120923191308975, + 0.026892928406596184, + 0.021442532539367676, + 0.010062343440949917, + 0.8251345753669739, + 0.06035340577363968, + 0.0056765759363770485, + 0.011934206821024418, + 0.012894234620034695, + 0.012488248758018017 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.018828241154551506 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018225934356451035 + ], + "opposite_logprob_tokens": [ + -4.018226146697998 + ], + "logprob_reward": -0.018225934356451035, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018225934356451035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0896696150302887, + 0.07553592324256897, + 0.06689676642417908, + 0.05447693169116974, + 0.35429471731185913, + 0.20240072906017303, + 0.017971595749258995, + 0.03263438865542412, + 0.08798720687627792, + 0.0181321632117033 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.018225934356451035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25209397077560425 + ], + "opposite_logprob_tokens": [ + -1.502094030380249 + ], + "logprob_reward": -0.25209397077560425, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25209397077560425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13094641268253326, + 0.043174538761377335, + 0.017039809376001358, + 0.03013957105576992, + 0.16709958016872406, + 0.24535493552684784, + 0.13257163763046265, + 0.14871841669082642, + 0.056572068482637405, + 0.028383076190948486 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.25209397077560425 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278464019298553 + ], + "opposite_logprob_tokens": [ + -2.017784595489502 + ], + "logprob_reward": -0.14278464019298553, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278464019298553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08291314542293549, + 0.0497153140604496, + 0.05348559841513634, + 0.07500335574150085, + 0.4944482147693634, + 0.0577765591442585, + 0.08549852669239044, + 0.03872979059815407, + 0.03625883907079697, + 0.026170639321208 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.14278464019298553 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054947301745414734 + ], + "opposite_logprob_tokens": [ + -2.9299473762512207 + ], + "logprob_reward": -0.054947301745414734, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054947301745414734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024336092174053192, + 0.009484988637268543, + 0.02478398196399212, + 0.01756126433610916, + 0.704831600189209, + 0.19144386053085327, + 0.013458876870572567, + 0.0029216790571808815, + 0.003956200089305639, + 0.0072214375250041485 + ], + "top_frames": [ + 4, + 5, + 2 + ], + "selected_reward": -0.054947301745414734 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "high-angle lens, positioned directly above a clear glass table, slowly zooms in to capture the dynamic motion of a delicate white porcelain plate spinning rapidly on its reflective surface. The tray's rim is adorned with a delicate blue floral pattern, which initially blurs into circular streaks of color under the focused, warm glow of a table lamp just outside the frame. As the saucer's rotation deliberately slows, its pattern becomes more distinct, and it gently sways before coming to a completely silent halt. The camera's movement stops, transitioning into a static, top-down view, depicting the final composition: the saucer now rests motionless a few inches from the bottom of a stack of three old hardcover books, clad in a variety of dark green leather, faded crimson cloth, and beige linen. The entire scene is bathed in realistic study lighting, casting soft shadows and creating a welcoming atmosphere, while the polished glass tabletop reflects the warm light and the serenity of the objects.", + "seed": 24155, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_0/index_5950_seed_24155_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0521748173981905, + "vlm_logprob": -0.0521748173981905, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.0521748173981905, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026480060070753098 + ], + "opposite_logprob_tokens": [ + -3.776479959487915 + ], + "logprob_reward": -0.026480060070753098, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.026480060070753098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5404698252677917, + 0.1289476752281189, + 0.03223877027630806, + 0.03792534023523331, + 0.0903187096118927, + 0.03578416258096695, + 0.02844693697988987, + 0.040463920682668686, + 0.029261447489261627, + 0.036143265664577484 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026480060070753098 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023333726450800896 + ], + "opposite_logprob_tokens": [ + -3.773333787918091 + ], + "logprob_reward": -0.023333726450800896, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023333726450800896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3998599350452423, + 0.12476206570863724, + 0.1311170607805252, + 0.08499208092689514, + 0.0479750782251358, + 0.03300734609365463, + 0.0499020479619503, + 0.02160784788429737, + 0.04460311681032181, + 0.06217345595359802 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023333726450800896 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904164284467697 + ], + "opposite_logprob_tokens": [ + -2.4640417098999023 + ], + "logprob_reward": -0.08904164284467697, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904164284467697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5812603235244751, + 0.10843516141176224, + 0.04993198812007904, + 0.05314221605658531, + 0.07066752761602402, + 0.03479188308119774, + 0.030344048514962196, + 0.015246449038386345, + 0.024904849007725716, + 0.03127560392022133 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.08904164284467697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896564900875092 + ], + "opposite_logprob_tokens": [ + -2.578965663909912 + ], + "logprob_reward": -0.07896564900875092, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896564900875092, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5055748820304871, + 0.09739058464765549, + 0.03501647710800171, + 0.062191493809223175, + 0.05305348336696625, + 0.04865565150976181, + 0.08267061412334442, + 0.03714594617486, + 0.024333909153938293, + 0.05396696552634239 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.07896564900875092 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene viewed from a high-angle, top-down perspective looking down at a clear glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a white porcelain plate with a blue floral pattern visible spinning rapidly on the glass table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera start with a slow zoom-in and then transition to a static, top-down view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the spinning plate shown slowing down, swaying gently, and coming to a complete halt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the final static shot showing the stopped plate resting near a stack of three old hardcover books with dark green, crimson, and beige covers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305300861597061 + ], + "opposite_logprob_tokens": [ + -3.168052911758423 + ], + "logprob_reward": -0.04305300861597061, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305300861597061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28082355856895447, + 0.3193094730377197, + 0.1226382851600647, + 0.038474880158901215, + 0.09724103659391403, + 0.043920326977968216, + 0.031863342970609665, + 0.02308971807360649, + 0.018430260941386223, + 0.024209076538681984 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.04305300861597061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_1/index_tensor([6805, 6805])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_1/index_tensor([6805, 6805])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..720a98c6362ccdb1aec050745bacbb3637c6c2e2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_1/index_tensor([6805, 6805])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up immerses the viewer in an artistic interpretation of marine life, capturing the complex skeletal structure of a blue sunray algae* rendered in the refined style of Chinese ink painting. The coral's form is a complex network of crystalline branches, defined by sharp, calligraphic lines and textures, evoking the sensation of ink on paper. The color palette is strictly limited to deep, resonant blues and velvety, bottomless blacks, the stark contrast creating a sense of depth and form. From within the countless tiny pores of this dark, branching skeleton, translucent polyps, painted in a paler, ethereal cobalt, rhythmically expand and contract. They delicately unfold, their feathery tentacles pulsating in silent, hypnotic synchrony before rapidly retreating back into the structure, a continuous, wave-like motion flowing through the entire colony. This collective action creates a powerful impression of a single living organism slowly chewing through the surrounding void, which is not water but an abstract background of bleeding, graded ink washes, establishing an atmosphere of living art that is mysterious and profoundly tranquil.", + "seed": 26031, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_1/index_6805_seed_26031_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11737975031137467, + "vlm_logprob": -0.11737975031137467, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.11737975031137467, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4353461265563965 + ], + "opposite_logprob_tokens": [ + -1.0603461265563965 + ], + "logprob_reward": -0.4353461265563965, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4353461265563965, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2017797827720642, + 0.1579817235469818, + 0.11307574808597565, + 0.13980859518051147, + 0.06323160976171494, + 0.11184488981962204, + 0.05499134585261345, + 0.02629932202398777, + 0.02926957607269287, + 0.10171747207641602 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.4353461265563965 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372368589043617 + ], + "opposite_logprob_tokens": [ + -3.4087235927581787 + ], + "logprob_reward": -0.03372368589043617, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372368589043617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2002745270729065, + 0.07570911943912506, + 0.09879747778177261, + 0.02757446840405464, + 0.06240558251738548, + 0.038785215467214584, + 0.04503105953335762, + 0.08062206208705902, + 0.23993392288684845, + 0.13086658716201782 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.03372368589043617 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014210108667612076 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.014210108667612076, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014210108667612076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09972748160362244, + 0.14829915761947632, + 0.06831500679254532, + 0.03923412039875984, + 0.060712240636348724, + 0.04813181981444359, + 0.049988389015197754, + 0.02193383499979973, + 0.07442101836204529, + 0.3892368674278259 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.014210108667612076 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868089407682419 + ], + "opposite_logprob_tokens": [ + -3.0486807823181152 + ], + "logprob_reward": -0.04868089407682419, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868089407682419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07950526475906372, + 0.11687994748353958, + 0.23591959476470947, + 0.0336090587079525, + 0.25788065791130066, + 0.0526038333773613, + 0.036846525967121124, + 0.01296208705753088, + 0.024271441623568535, + 0.1495216339826584 + ], + "top_frames": [ + 4, + 2, + 9 + ], + "selected_reward": -0.04868089407682419 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549379363656044 + ], + "opposite_logprob_tokens": [ + -2.9299378395080566 + ], + "logprob_reward": -0.0549379363656044, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549379363656044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14703133702278137, + 0.09006631374359131, + 0.10218296945095062, + 0.079915352165699, + 0.12968377768993378, + 0.07674752920866013, + 0.04461527243256569, + 0.021562309935688972, + 0.10379400849342346, + 0.20440109074115753 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0549379363656044 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up immerses the viewer in an artistic interpretation of marine life, capturing the complex skeletal structure of a blue sunray algae* rendered in the refined style of Chinese ink painting. The coral's form is a complex network of crystalline branches, defined by sharp, calligraphic lines and textures, evoking the sensation of ink on paper. The color palette is strictly limited to deep, resonant blues and velvety, bottomless blacks, the stark contrast creating a sense of depth and form. From within the countless tiny pores of this dark, branching skeleton, translucent polyps, painted in a paler, ethereal cobalt, rhythmically expand and contract. They delicately unfold, their feathery tentacles pulsating in silent, hypnotic synchrony before rapidly retreating back into the structure, a continuous, wave-like motion flowing through the entire colony. This collective action creates a powerful impression of a single living organism slowly chewing through the surrounding void, which is not water but an abstract background of bleeding, graded ink washes, establishing an atmosphere of living art that is mysterious and profoundly tranquil.", + "seed": 26032, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_1/index_6805_seed_26032_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24483127631247042, + "vlm_logprob": -0.24483127631247042, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.24483127631247042, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0581501722335815 + ], + "opposite_logprob_tokens": [ + -0.43315020203590393 + ], + "logprob_reward": -1.0581501722335815, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0581501722335815, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0915525034070015, + 0.02343576028943062, + 0.023947997018694878, + 0.046058133244514465, + 0.09897467494010925, + 0.49791789054870605, + 0.10759369283914566, + 0.025092333555221558, + 0.020973891019821167, + 0.06445308774709702 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -1.0581501722335815 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07902391999959946 + ], + "opposite_logprob_tokens": [ + -2.579023838043213 + ], + "logprob_reward": -0.07902391999959946, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07902391999959946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09635238349437714, + 0.044873014092445374, + 0.0449310727417469, + 0.15790843963623047, + 0.08963370323181152, + 0.3032067120075226, + 0.07790858298540115, + 0.05397871509194374, + 0.09443976730108261, + 0.036767635494470596 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.07902391999959946 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309217259287834 + ], + "opposite_logprob_tokens": [ + -3.1680922508239746 + ], + "logprob_reward": -0.04309217259287834, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309217259287834, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02600441500544548, + 0.03844040632247925, + 0.020748814567923546, + 0.025148829445242882, + 0.09367355704307556, + 0.310438871383667, + 0.31890371441841125, + 0.09908407926559448, + 0.02804129756987095, + 0.03951594978570938 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.04309217259287834 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060180902481079 + ], + "opposite_logprob_tokens": [ + -3.895601749420166 + ], + "logprob_reward": -0.02060180902481079, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060180902481079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06273898482322693, + 0.05239381268620491, + 0.018339866772294044, + 0.026798773556947708, + 0.12985607981681824, + 0.19791017472743988, + 0.3120136260986328, + 0.0598326213657856, + 0.04237845540046692, + 0.09773759543895721 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.02060180902481079 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023288307711482048 + ], + "opposite_logprob_tokens": [ + -3.7732882499694824 + ], + "logprob_reward": -0.023288307711482048, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023288307711482048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07846125215291977, + 0.041542135179042816, + 0.05377907305955887, + 0.13291773200035095, + 0.2040407657623291, + 0.283772736787796, + 0.061450112611055374, + 0.02699309028685093, + 0.05412165820598602, + 0.0629214346408844 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.023288307711482048 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up immerses the viewer in an artistic interpretation of marine life, capturing the complex skeletal structure of a blue sunray algae* rendered in the refined style of Chinese ink painting. The coral's form is a complex network of crystalline branches, defined by sharp, calligraphic lines and textures, evoking the sensation of ink on paper. The color palette is strictly limited to deep, resonant blues and velvety, bottomless blacks, the stark contrast creating a sense of depth and form. From within the countless tiny pores of this dark, branching skeleton, translucent polyps, painted in a paler, ethereal cobalt, rhythmically expand and contract. They delicately unfold, their feathery tentacles pulsating in silent, hypnotic synchrony before rapidly retreating back into the structure, a continuous, wave-like motion flowing through the entire colony. This collective action creates a powerful impression of a single living organism slowly chewing through the surrounding void, which is not water but an abstract background of bleeding, graded ink washes, establishing an atmosphere of living art that is mysterious and profoundly tranquil.", + "seed": 26033, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_1/index_6805_seed_26033_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10980397686362267, + "vlm_logprob": -0.10980397686362267, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.10980397686362267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3189501166343689 + ], + "opposite_logprob_tokens": [ + -1.3189501762390137 + ], + "logprob_reward": -0.3189501166343689, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3189501166343689, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14433184266090393, + 0.11449997127056122, + 0.019501039758324623, + 0.05962993577122688, + 0.330655574798584, + 0.028403494507074356, + 0.04638620465993881, + 0.027381423860788345, + 0.2045900672674179, + 0.02462049573659897 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.3189501166343689 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12707702815532684 + ], + "opposite_logprob_tokens": [ + -2.127077102661133 + ], + "logprob_reward": -0.12707702815532684, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12707702815532684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06227962300181389, + 0.1516287624835968, + 0.04662282019853592, + 0.14545278251171112, + 0.22249819338321686, + 0.013449402526021004, + 0.021728135645389557, + 0.02334853820502758, + 0.140291228890419, + 0.17270049452781677 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.12707702815532684 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868123307824135 + ], + "opposite_logprob_tokens": [ + -3.0486812591552734 + ], + "logprob_reward": -0.04868123307824135, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868123307824135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07607937604188919, + 0.18587210774421692, + 0.04167946055531502, + 0.06965858489274979, + 0.2682841122150421, + 0.044955696910619736, + 0.02459746040403843, + 0.021743569523096085, + 0.19068120419979095, + 0.07644842565059662 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.04868123307824135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373083472251892 + ], + "opposite_logprob_tokens": [ + -3.4087307453155518 + ], + "logprob_reward": -0.03373083472251892, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373083472251892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08752557635307312, + 0.17674793303012848, + 0.015365173108875751, + 0.03209783136844635, + 0.11086399108171463, + 0.0385601669549942, + 0.010181429795920849, + 0.012848692946135998, + 0.4675537347793579, + 0.048255451023578644 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.03373083472251892 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020580671727657318 + ], + "opposite_logprob_tokens": [ + -3.895580768585205 + ], + "logprob_reward": -0.020580671727657318, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020580671727657318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09312834590673447, + 0.08017142862081528, + 0.04015517607331276, + 0.042330052703619, + 0.4509352743625641, + 0.02728421799838543, + 0.052068304270505905, + 0.026231519877910614, + 0.10211143642663956, + 0.08558423817157745 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.020580671727657318 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up immerses the viewer in an artistic interpretation of marine life, capturing the complex skeletal structure of a blue sunray algae* rendered in the refined style of Chinese ink painting. The coral's form is a complex network of crystalline branches, defined by sharp, calligraphic lines and textures, evoking the sensation of ink on paper. The color palette is strictly limited to deep, resonant blues and velvety, bottomless blacks, the stark contrast creating a sense of depth and form. From within the countless tiny pores of this dark, branching skeleton, translucent polyps, painted in a paler, ethereal cobalt, rhythmically expand and contract. They delicately unfold, their feathery tentacles pulsating in silent, hypnotic synchrony before rapidly retreating back into the structure, a continuous, wave-like motion flowing through the entire colony. This collective action creates a powerful impression of a single living organism slowly chewing through the surrounding void, which is not water but an abstract background of bleeding, graded ink washes, establishing an atmosphere of living art that is mysterious and profoundly tranquil.", + "seed": 26034, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_1/index_6805_seed_26034_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.26385174617171286, + "vlm_logprob": -0.26385174617171286, + "vlm_yes_no_margin": 2.425000011920929, + "vlm_token_credit": -0.26385174617171286, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1422905921936035 + ], + "opposite_logprob_tokens": [ + -0.3922906517982483 + ], + "logprob_reward": -1.1422905921936035, + "yes_no_margin_reward": -0.7499999403953552, + "token_credit_reward": -1.1422905921936035, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.346358060836792, + 0.062153950333595276, + 0.02627451904118061, + 0.05897977948188782, + 0.18942007422447205, + 0.03329242020845413, + 0.07660819590091705, + 0.09840282052755356, + 0.0674126148223877, + 0.04109755530953407 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -1.1422905921936035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05500461906194687 + ], + "opposite_logprob_tokens": [ + -2.930004596710205 + ], + "logprob_reward": -0.05500461906194687, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05500461906194687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13610589504241943, + 0.09727366268634796, + 0.18417499959468842, + 0.05260799080133438, + 0.18976427614688873, + 0.028025636449456215, + 0.08265822380781174, + 0.15311454236507416, + 0.022920317947864532, + 0.05335450544953346 + ], + "top_frames": [ + 4, + 2, + 7 + ], + "selected_reward": -0.05500461906194687 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372772037982941 + ], + "opposite_logprob_tokens": [ + -3.4087276458740234 + ], + "logprob_reward": -0.03372772037982941, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372772037982941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1413876861333847, + 0.11986429989337921, + 0.33617082238197327, + 0.062287282198667526, + 0.15568870306015015, + 0.022819090634584427, + 0.04601685702800751, + 0.04501369222998619, + 0.038050707429647446, + 0.0327007994055748 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.03372772037982941 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821376010775566 + ], + "opposite_logprob_tokens": [ + -4.018213748931885 + ], + "logprob_reward": -0.01821376010775566, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821376010775566, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10535679757595062, + 0.14067766070365906, + 0.062040261924266815, + 0.01886649616062641, + 0.15312841534614563, + 0.08512898534536362, + 0.12062514573335648, + 0.12786711752414703, + 0.08194561302661896, + 0.10436352342367172 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.01821376010775566 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a blue sunray algae rendered in a Chinese ink painting style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera framing an extreme close-up of the coral's skeletal structure?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the colors strictly limited to deep blues, velvety blacks, and pale cobalt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do translucent polyps with feathery tentacles rhythmically expand and contract from the pores?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background an abstract composition of bleeding, graded ink washes rather than water?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002203911542892 + ], + "opposite_logprob_tokens": [ + -2.6950221061706543 + ], + "logprob_reward": -0.07002203911542892, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002203911542892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18703900277614594, + 0.19601643085479736, + 0.04378695785999298, + 0.05431431159377098, + 0.19561360776424408, + 0.04357775300741196, + 0.0923142060637474, + 0.08902858942747116, + 0.04786502942442894, + 0.050444092601537704 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.07002203911542892 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_10/index_tensor([4653, 4653])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_10/index_tensor([4653, 4653])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..baf232f6a9319638365aacbae581fbed47525c91 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_10/index_tensor([4653, 4653])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.", + "seed": 9014, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_10/index_4653_seed_9014_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0361630818573758, + "vlm_logprob": -0.0361630818573758, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.0361630818573758, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05774172022938728 + ], + "opposite_logprob_tokens": [ + -2.932741641998291 + ], + "logprob_reward": -0.05774172022938728, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05774172022938728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14714673161506653, + 0.07558238506317139, + 0.04698942229151726, + 0.08871938288211823, + 0.08912987262010574, + 0.13422608375549316, + 0.0482066348195076, + 0.038641203194856644, + 0.12141066044569016, + 0.2099476307630539 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.05774172022938728 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062124691903591156 + ], + "opposite_logprob_tokens": [ + -2.812124729156494 + ], + "logprob_reward": -0.062124691903591156, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062124691903591156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1122211143374443, + 0.16029638051986694, + 0.04804641753435135, + 0.021050620824098587, + 0.08446042239665985, + 0.08840832859277725, + 0.019878841936588287, + 0.02478351630270481, + 0.3123571276664734, + 0.12849733233451843 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.062124691903591156 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868600517511368 + ], + "opposite_logprob_tokens": [ + -3.0486860275268555 + ], + "logprob_reward": -0.04868600517511368, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868600517511368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1795710325241089, + 0.09001478552818298, + 0.04284399002790451, + 0.07593231648206711, + 0.4233933687210083, + 0.06659264862537384, + 0.016362233087420464, + 0.023784376680850983, + 0.05668267607688904, + 0.024822551757097244 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.04868600517511368 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011845960980281234 + ], + "opposite_logprob_tokens": [ + -6.751184463500977 + ], + "logprob_reward": -0.0011845960980281234, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011845960980281234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21539312601089478, + 0.07859449088573456, + 0.037600237876176834, + 0.07457111775875092, + 0.35454410314559937, + 0.05698658898472786, + 0.016649171710014343, + 0.031983647495508194, + 0.0807359516620636, + 0.05294157937169075 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.0011845960980281234 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078395880758762 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078395880758762, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078395880758762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03252682462334633, + 0.025141969323158264, + 0.06471513211727142, + 0.011798625811934471, + 0.01789853908121586, + 0.009713646955788136, + 0.050909027457237244, + 0.013475463725626469, + 0.11781827360391617, + 0.6560025215148926 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.011078395880758762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.", + "seed": 9015, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_10/index_4653_seed_9015_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08848975505679846, + "vlm_logprob": -0.08848975505679846, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.08848975505679846, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03981230780482292 + ], + "opposite_logprob_tokens": [ + -3.2898123264312744 + ], + "logprob_reward": -0.03981230780482292, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03981230780482292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1447359174489975, + 0.10228750854730606, + 0.15172305703163147, + 0.04724849760532379, + 0.07373379170894623, + 0.09540069103240967, + 0.0845099538564682, + 0.053873803466558456, + 0.19313760101795197, + 0.05334915965795517 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.03981230780482292 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043120719492435455 + ], + "opposite_logprob_tokens": [ + -3.1681206226348877 + ], + "logprob_reward": -0.043120719492435455, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043120719492435455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11111719906330109, + 0.087653748691082, + 0.18137958645820618, + 0.03390210121870041, + 0.030704127624630928, + 0.06609620898962021, + 0.09406524151563644, + 0.056104626506567, + 0.29291263222694397, + 0.04606454074382782 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.043120719492435455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486708700656891 + ], + "opposite_logprob_tokens": [ + -1.2236708402633667 + ], + "logprob_reward": -0.3486708700656891, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486708700656891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2264845222234726, + 0.09881702810525894, + 0.20091287791728973, + 0.049440402537584305, + 0.031706031411886215, + 0.04819058999419212, + 0.21269871294498444, + 0.07256589829921722, + 0.025486236438155174, + 0.03369773551821709 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.3486708700656891 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022019920870661736 + ], + "opposite_logprob_tokens": [ + -6.127202033996582 + ], + "logprob_reward": -0.0022019920870661736, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022019920870661736, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24090640246868134, + 0.10426068305969238, + 0.08528206497430801, + 0.04551878944039345, + 0.046665411442518234, + 0.0470130518078804, + 0.17753978073596954, + 0.09029129147529602, + 0.12612050771713257, + 0.03640204668045044 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.0022019920870661736 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642885833978653 + ], + "opposite_logprob_tokens": [ + -4.758642673492432 + ], + "logprob_reward": -0.008642885833978653, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642885833978653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13198192417621613, + 0.10085676610469818, + 0.35861048102378845, + 0.013627715408802032, + 0.03427322581410408, + 0.03238535672426224, + 0.035912640392780304, + 0.19861732423305511, + 0.050409507006406784, + 0.0433250330388546 + ], + "top_frames": [ + 2, + 7, + 0 + ], + "selected_reward": -0.008642885833978653 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.", + "seed": 9016, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_10/index_4653_seed_9016_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023977590806316583, + "vlm_logprob": -0.023977590806316583, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.023977590806316583, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025027481839060783 + ], + "opposite_logprob_tokens": [ + -3.7750275135040283 + ], + "logprob_reward": -0.025027481839060783, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025027481839060783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22924914956092834, + 0.06084201857447624, + 0.22160865366458893, + 0.05488558113574982, + 0.09798331558704376, + 0.09491322189569473, + 0.03490954637527466, + 0.06236651912331581, + 0.08345908671617508, + 0.0597829595208168 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.025027481839060783 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02333337813615799 + ], + "opposite_logprob_tokens": [ + -3.7733333110809326 + ], + "logprob_reward": -0.02333337813615799, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02333337813615799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2572905421257019, + 0.08889181911945343, + 0.2079896628856659, + 0.03699342906475067, + 0.05484279245138168, + 0.06162935867905617, + 0.0866304486989975, + 0.11169776320457458, + 0.050249140709638596, + 0.04378506913781166 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.02333337813615799 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06206878647208214 + ], + "opposite_logprob_tokens": [ + -2.8120687007904053 + ], + "logprob_reward": -0.06206878647208214, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06206878647208214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5417247414588928, + 0.1767079383134842, + 0.0736599713563919, + 0.022007830440998077, + 0.03351178765296936, + 0.025647738948464394, + 0.036703433841466904, + 0.020424654707312584, + 0.04873937368392944, + 0.020872516557574272 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.06206878647208214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000816012208815664 + ], + "opposite_logprob_tokens": [ + -7.1258158683776855 + ], + "logprob_reward": -0.000816012208815664, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.000816012208815664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5463340282440186, + 0.18481409549713135, + 0.03488445281982422, + 0.03793169930577278, + 0.027436647564172745, + 0.01849072426557541, + 0.034190382808446884, + 0.02732805721461773, + 0.06083635985851288, + 0.02775351144373417 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.000816012208815664 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642295375466347 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642295375466347, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642295375466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24508517980575562, + 0.0418354831635952, + 0.10661743581295013, + 0.026765067130327225, + 0.292768657207489, + 0.0951901450753212, + 0.02606404572725296, + 0.06320647150278091, + 0.05720609426498413, + 0.045261409133672714 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.008642295375466347 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up, static shot, taken from a slightly elevated angle, gazes directly at a stainless steel pan resting on the black iron grate of a gas stove. The pan's polished, slightly worn surface reflects the soft, warm kitchen light, while beneath, intense blue and orange gas flames lick the bottom. Inside, clear water is in a violent, continuous rolling boil as the burner's heat energy is transferred into the liquid, causing it to churn and tumble in a chaotic dance. Countless shimmering bubbles spontaneously form on the blazing metal base, expanding in size as they rise frantically through the water, rushing to the top and distorting the view within the liquid before breaking the churning surface in a continuous series of micro-eruptions. This motion releases delicate vapors that curl and dissipate, maintaining a perpetually turbulent and churning landscape of waves and splashes, creating a captivating, primal atmosphere encompassing the energy of heat.", + "seed": 9017, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_10/index_4653_seed_9017_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11631096922792494, + "vlm_logprob": -0.11631096922792494, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.11631096922792494, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08027952164411545 + ], + "opposite_logprob_tokens": [ + -2.580279588699341 + ], + "logprob_reward": -0.08027952164411545, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08027952164411545, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13828901946544647, + 0.34454798698425293, + 0.06866265833377838, + 0.1692419797182083, + 0.056740548461675644, + 0.031365372240543365, + 0.023258350789546967, + 0.06138145551085472, + 0.07580756396055222, + 0.030705107375979424 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.08027952164411545 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1429033875465393 + ], + "opposite_logprob_tokens": [ + -2.0179033279418945 + ], + "logprob_reward": -0.1429033875465393, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1429033875465393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11675338447093964, + 0.3139870762825012, + 0.1409570574760437, + 0.03315729647874832, + 0.029464811086654663, + 0.05889512598514557, + 0.023297635838389397, + 0.04989995062351227, + 0.20220132172107697, + 0.03138640522956848 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.1429033875465393 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34868720173835754 + ], + "opposite_logprob_tokens": [ + -1.2236871719360352 + ], + "logprob_reward": -0.34868720173835754, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34868720173835754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14948998391628265, + 0.10389658808708191, + 0.09917686134576797, + 0.03424502909183502, + 0.05179847031831741, + 0.032476525753736496, + 0.042068060487508774, + 0.10648670047521591, + 0.24538011848926544, + 0.1349816471338272 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.34868720173835754 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010452766437083483 + ], + "opposite_logprob_tokens": [ + -6.876045227050781 + ], + "logprob_reward": -0.0010452766437083483, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010452766437083483, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0752062276005745, + 0.2491922527551651, + 0.1071428507566452, + 0.03666870668530464, + 0.08006185293197632, + 0.019925478845834732, + 0.030592219904065132, + 0.15567046403884888, + 0.14144264161586761, + 0.10409731417894363 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.0010452766437083483 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a stainless steel pan on a black iron grate?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are intense blue and orange gas flames visible beneath the pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the water inside the pan in a violent, continuous rolling boil with churning motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do countless shimmering bubbles form on the metal base, rise, and break the surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera static and taken from a slightly elevated angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639458566904068 + ], + "opposite_logprob_tokens": [ + -4.758639335632324 + ], + "logprob_reward": -0.008639458566904068, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639458566904068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09100276231765747, + 0.3173995018005371, + 0.07458411902189255, + 0.05801115185022354, + 0.09560695290565491, + 0.0304082240909338, + 0.015192987397313118, + 0.18191878497600555, + 0.09385166317224503, + 0.042023856192827225 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.008639458566904068 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_11/index_tensor([5824, 5824])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_11/index_tensor([5824, 5824])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..29b4428dc9763e161b65d6e33eb151b1526fd56a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_11/index_tensor([5824, 5824])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.", + "seed": 9809, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_11/index_5824_seed_9809_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.02316029912326485, + "vlm_logprob": -0.02316029912326485, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.02316029912326485, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06082902476191521 + ], + "opposite_logprob_tokens": [ + -3.060828924179077 + ], + "logprob_reward": -0.06082902476191521, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06082902476191521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09762821346521378, + 0.03974920138716698, + 0.06909008324146271, + 0.28697293996810913, + 0.31971657276153564, + 0.02315506525337696, + 0.029689088463783264, + 0.08610344678163528, + 0.026093803346157074, + 0.021801603958010674 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.06082902476191521 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001347229932434857 + ], + "opposite_logprob_tokens": [ + -6.626347064971924 + ], + "logprob_reward": -0.001347229932434857, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001347229932434857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06811465322971344, + 0.06671213358640671, + 0.046982720494270325, + 0.11455868184566498, + 0.38226088881492615, + 0.012532511726021767, + 0.06125444173812866, + 0.18852117657661438, + 0.02257693000137806, + 0.03648587688803673 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.001347229932434857 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057098038494587 + ], + "opposite_logprob_tokens": [ + -3.895570993423462 + ], + "logprob_reward": -0.02057098038494587, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057098038494587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09038177132606506, + 0.07407023012638092, + 0.06846260279417038, + 0.1961911916732788, + 0.40430331230163574, + 0.037988435477018356, + 0.01950337179005146, + 0.016746005043387413, + 0.03179397061467171, + 0.060559116303920746 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.02057098038494587 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278873413801193 + ], + "opposite_logprob_tokens": [ + -3.7732789516448975 + ], + "logprob_reward": -0.023278873413801193, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278873413801193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033653613179922104, + 0.021040156483650208, + 0.009734167717397213, + 0.01105402410030365, + 0.5037732124328613, + 0.016231516376137733, + 0.1450013518333435, + 0.20976050198078156, + 0.027747081592679024, + 0.02200436033308506 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.023278873413801193 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977538712322712 + ], + "opposite_logprob_tokens": [ + -4.634775161743164 + ], + "logprob_reward": -0.00977538712322712, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977538712322712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0568629652261734, + 0.014371726661920547, + 0.021498816087841988, + 0.12810201942920685, + 0.40850526094436646, + 0.012350755743682384, + 0.10133995115756989, + 0.1805826872587204, + 0.03243331238627434, + 0.043952424079179764 + ], + "top_frames": [ + 4, + 7, + 3 + ], + "selected_reward": -0.00977538712322712 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.", + "seed": 9810, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_11/index_5824_seed_9810_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030168399401009082, + "vlm_logprob": -0.030168399401009082, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.030168399401009082, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.060844168066978455 + ], + "opposite_logprob_tokens": [ + -3.0608441829681396 + ], + "logprob_reward": -0.060844168066978455, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.060844168066978455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4717944264411926, + 0.048167336732149124, + 0.039093226194381714, + 0.06054357811808586, + 0.12127505987882614, + 0.1690458506345749, + 0.019618600606918335, + 0.031057288870215416, + 0.01640477031469345, + 0.022999970242381096 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.060844168066978455 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108936034142971 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.01108936034142971, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108936034142971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7555877566337585, + 0.038164522498846054, + 0.06460209935903549, + 0.023886417970061302, + 0.03859013691544533, + 0.02106289751827717, + 0.010493704117834568, + 0.017194759100675583, + 0.009833247400820255, + 0.02058447152376175 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.01108936034142971 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606367528438568 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.01606367528438568, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606367528438568, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.579600989818573, + 0.040184762328863144, + 0.20518900454044342, + 0.029718931764364243, + 0.03231342136859894, + 0.019349293783307076, + 0.013886604458093643, + 0.017180167138576508, + 0.010334210470318794, + 0.052242666482925415 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.01606367528438568 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865466430783272 + ], + "opposite_logprob_tokens": [ + -3.048654556274414 + ], + "logprob_reward": -0.04865466430783272, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865466430783272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6435532569885254, + 0.04165969789028168, + 0.06180118769407272, + 0.028157133609056473, + 0.09821277111768723, + 0.03501671925187111, + 0.02793840318918228, + 0.030842794105410576, + 0.013420211151242256, + 0.019397929310798645 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.04865466430783272 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419012900441885 + ], + "opposite_logprob_tokens": [ + -4.264190196990967 + ], + "logprob_reward": -0.01419012900441885, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419012900441885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6122684478759766, + 0.06275533884763718, + 0.06262017786502838, + 0.02018529176712036, + 0.07371604442596436, + 0.04397469386458397, + 0.026114463806152344, + 0.03113020770251751, + 0.028307205066084862, + 0.038928162306547165 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01419012900441885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.", + "seed": 9811, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_11/index_5824_seed_9811_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02452173475176096, + "vlm_logprob": -0.02452173475176096, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.02452173475176096, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05945226177573204 + ], + "opposite_logprob_tokens": [ + -3.0594522953033447 + ], + "logprob_reward": -0.05945226177573204, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05945226177573204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39763858914375305, + 0.10696637630462646, + 0.19942724704742432, + 0.03778115287423134, + 0.04126712679862976, + 0.03456183522939682, + 0.031207015737891197, + 0.02673151157796383, + 0.07146855443716049, + 0.052950628101825714 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05945226177573204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007645393256098032 + ], + "opposite_logprob_tokens": [ + -4.882645606994629 + ], + "logprob_reward": -0.007645393256098032, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007645393256098032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17696094512939453, + 0.07951833307743073, + 0.45351436734199524, + 0.03826429694890976, + 0.1391158103942871, + 0.03845697641372681, + 0.011418902315199375, + 0.013318595476448536, + 0.020367557182908058, + 0.029064135625958443 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.007645393256098032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191186055541039 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191186055541039, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191186055541039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34989115595817566, + 0.04197806864976883, + 0.3604818880558014, + 0.038443535566329956, + 0.048915281891822815, + 0.056530628353357315, + 0.032041311264038086, + 0.016366515308618546, + 0.028664972633123398, + 0.026686662808060646 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.014191186055541039 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369360417127609 + ], + "opposite_logprob_tokens": [ + -3.408693552017212 + ], + "logprob_reward": -0.03369360417127609, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369360417127609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10838340222835541, + 0.3251025378704071, + 0.26215237379074097, + 0.013902493752539158, + 0.08408638834953308, + 0.0658852830529213, + 0.015607844106853008, + 0.04131283611059189, + 0.045743562281131744, + 0.03782330080866814 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.03369360417127609 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007626228500157595 + ], + "opposite_logprob_tokens": [ + -4.882626056671143 + ], + "logprob_reward": -0.007626228500157595, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007626228500157595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11688829958438873, + 0.11962848156690598, + 0.1615053415298462, + 0.026999343186616898, + 0.07323146611452103, + 0.20780158042907715, + 0.026946909725666046, + 0.11518290638923645, + 0.09206587821245193, + 0.05974981188774109 + ], + "top_frames": [ + 5, + 2, + 1 + ], + "selected_reward": -0.007626228500157595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, shot at eye level, captures the intimate moment of reunion in a sun-drenched kitchen. An older woman with soft, silver-white hair pulled back in a loose bun and a young man in his twenties recline at a rustic wooden table, embraced in a warm, gentle embrace. The woman, wearing a simple cream-colored blouse and a faded floral apron, has her eyes closed, a serene smile on her face, her wrinkled hands resting tenderly on the man's shoulders. The man, wearing a navy blue Henley shirt, wraps his arms firmly around her back, his face resting lightly against her temples, a look of relief and affection. The centerpiece of the scene is a freshly baked pie on a white ceramic plate, nestled directly between them; its golden-brown lattice crust gleams, a delicate plume of steam rising from its center. Golden afternoon sunlight pours through a nearby window, illuminating the scene, capturing the dancing dust particles in the air and casting soft, warm highlights on their faces and the polished table. The backdrop showcases a cozy, live-in kitchen with white cabinets and tile countertops, creating an atmosphere of deep tranquility, comfort, and heartfelt joy.", + "seed": 9812, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_11/index_5824_seed_9812_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.032237764447927475, + "vlm_logprob": -0.032237764447927475, + "vlm_yes_no_margin": 3.9, + "vlm_token_credit": -0.032237764447927475, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09624869376420975 + ], + "opposite_logprob_tokens": [ + -2.4712486267089844 + ], + "logprob_reward": -0.09624869376420975, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09624869376420975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3064495027065277, + 0.05174250528216362, + 0.13595524430274963, + 0.11922864615917206, + 0.062119681388139725, + 0.05113924294710159, + 0.05673223361372948, + 0.07043462991714478, + 0.039445910602808, + 0.10675249993801117 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.09624869376420975 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007642199285328388 + ], + "opposite_logprob_tokens": [ + -4.8826422691345215 + ], + "logprob_reward": -0.007642199285328388, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007642199285328388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15897558629512787, + 0.17400914430618286, + 0.10843028128147125, + 0.16791057586669922, + 0.12333305925130844, + 0.029971465468406677, + 0.07210040092468262, + 0.06694349646568298, + 0.045673638582229614, + 0.05265234038233757 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.007642199285328388 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533704750239849 + ], + "opposite_logprob_tokens": [ + -4.387533664703369 + ], + "logprob_reward": -0.012533704750239849, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533704750239849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3970082104206085, + 0.039074867963790894, + 0.25203385949134827, + 0.02446742169559002, + 0.03203251585364342, + 0.017834657803177834, + 0.06714437901973724, + 0.039607975631952286, + 0.03330846503376961, + 0.09748772531747818 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.012533704750239849 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369337320327759 + ], + "opposite_logprob_tokens": [ + -3.408693313598633 + ], + "logprob_reward": -0.03369337320327759, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369337320327759, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2955937385559082, + 0.1760670393705368, + 0.06559284776449203, + 0.059076424688100815, + 0.17281197011470795, + 0.026964161545038223, + 0.09113907068967819, + 0.07582184672355652, + 0.014089778997004032, + 0.022843152284622192 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.03369337320327759 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are an older woman with silver-white hair in a bun and a young man in a navy blue Henley shirt visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a freshly baked pie with a golden-brown lattice crust on a white ceramic plate positioned between the two people?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a sun-drenched kitchen with white cabinets and tile countertops?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is golden afternoon sunlight visible pouring through a window, illuminating dust particles and casting highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011070851236581802 + ], + "opposite_logprob_tokens": [ + -4.511070728302002 + ], + "logprob_reward": -0.011070851236581802, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011070851236581802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.170955091714859, + 0.12769442796707153, + 0.12072673439979553, + 0.13927696645259857, + 0.12626421451568604, + 0.03272281587123871, + 0.07231161743402481, + 0.14108458161354065, + 0.03183649480342865, + 0.03712697699666023 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.011070851236581802 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_12/index_tensor([840, 840])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_12/index_tensor([840, 840])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f495fc4297d63f0f8ffaebbbddb2584729150b1c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_12/index_tensor([840, 840])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.", + "seed": 15431, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_12/index_840_seed_15431_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04998459764756262, + "vlm_logprob": -0.04998459764756262, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.04998459764756262, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09735093265771866 + ], + "opposite_logprob_tokens": [ + -2.472350835800171 + ], + "logprob_reward": -0.09735093265771866, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09735093265771866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08715713769197464, + 0.020701002329587936, + 0.04276299104094505, + 0.03814223036170006, + 0.2481601983308792, + 0.15538440644741058, + 0.040001291781663895, + 0.2512644827365875, + 0.048483867198228836, + 0.06794238090515137 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.09735093265771866 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035129636526108 + ], + "opposite_logprob_tokens": [ + -2.350351333618164 + ], + "logprob_reward": -0.10035129636526108, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035129636526108, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04659664258360863, + 0.029625749215483665, + 0.02600235678255558, + 0.013075809925794601, + 0.045495327562093735, + 0.41176360845565796, + 0.03143012151122093, + 0.3436208963394165, + 0.019506512209773064, + 0.03288295492529869 + ], + "top_frames": [ + 5, + 7, + 0 + ], + "selected_reward": -0.10035129636526108 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959717091172934 + ], + "opposite_logprob_tokens": [ + -5.130959510803223 + ], + "logprob_reward": -0.005959717091172934, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959717091172934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03487633541226387, + 0.0126491142436862, + 0.012378218583762646, + 0.007464773952960968, + 0.14384467899799347, + 0.6970789432525635, + 0.013662070035934448, + 0.008963406085968018, + 0.04211731255054474, + 0.026965130120515823 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.005959717091172934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031967272516340017 + ], + "opposite_logprob_tokens": [ + -5.753196716308594 + ], + "logprob_reward": -0.0031967272516340017, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031967272516340017, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.025472376495599747, + 0.0063483826816082, + 0.005882232449948788, + 0.005790735129266977, + 0.06453004479408264, + 0.7860374450683594, + 0.009990465827286243, + 0.06341443210840225, + 0.025445012375712395, + 0.007088830694556236 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.0031967272516340017 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043064314872026443 + ], + "opposite_logprob_tokens": [ + -3.1680643558502197 + ], + "logprob_reward": -0.043064314872026443, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043064314872026443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0359637625515461, + 0.009438718669116497, + 0.020578227937221527, + 0.005888290237635374, + 0.015523592941462994, + 0.7269148826599121, + 0.052446041256189346, + 0.08911841362714767, + 0.025478627532720566, + 0.018649432808160782 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.043064314872026443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.", + "seed": 15432, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_12/index_840_seed_15432_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.052084668166935445, + "vlm_logprob": -0.052084668166935445, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.052084668166935445, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024701427668333054 + ], + "opposite_logprob_tokens": [ + -4.1497015953063965 + ], + "logprob_reward": -0.024701427668333054, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.024701427668333054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1507115513086319, + 0.05990602821111679, + 0.03283851221203804, + 0.04093179479241371, + 0.028446979820728302, + 0.07976634055376053, + 0.24419699609279633, + 0.08357756584882736, + 0.13780824840068817, + 0.1418159455060959 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.024701427668333054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283135533332825 + ], + "opposite_logprob_tokens": [ + -2.017831325531006 + ], + "logprob_reward": -0.14283135533332825, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283135533332825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2455795258283615, + 0.15541382133960724, + 0.043118081986904144, + 0.07966253906488419, + 0.06634316593408585, + 0.09275858849287033, + 0.11875244975090027, + 0.04845419526100159, + 0.0490083172917366, + 0.10090936720371246 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.14283135533332825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014213986694812775 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014213986694812775, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014213986694812775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07971089333295822, + 0.15506920218467712, + 0.07572178542613983, + 0.030657539144158363, + 0.4244774580001831, + 0.03833959996700287, + 0.02311224304139614, + 0.09745511412620544, + 0.03245033696293831, + 0.043005820363759995 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.014213986694812775 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646194823086262 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008646194823086262, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646194823086262, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3756086230278015, + 0.19253608584403992, + 0.12946762144565582, + 0.04439014196395874, + 0.08785984665155411, + 0.027802806347608566, + 0.05156678706407547, + 0.037051137536764145, + 0.03333412483334541, + 0.020382756367325783 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.008646194823086262 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003037631511688 + ], + "opposite_logprob_tokens": [ + -2.695030450820923 + ], + "logprob_reward": -0.07003037631511688, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003037631511688, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34365254640579224, + 0.07984127104282379, + 0.06241904944181442, + 0.11274712532758713, + 0.06550243496894836, + 0.021295912563800812, + 0.1359584629535675, + 0.03691323846578598, + 0.06921423971652985, + 0.07245567440986633 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.07003037631511688 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.", + "seed": 15433, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_12/index_840_seed_15433_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05263197384774685, + "vlm_logprob": -0.05263197384774685, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05263197384774685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09636443108320236 + ], + "opposite_logprob_tokens": [ + -2.4713644981384277 + ], + "logprob_reward": -0.09636443108320236, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09636443108320236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16227005422115326, + 0.20469190180301666, + 0.04419014975428581, + 0.0765535905957222, + 0.0473320372402668, + 0.06539078056812286, + 0.21334004402160645, + 0.10597558319568634, + 0.06094470992684364, + 0.019311128184199333 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.09636443108320236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129525750875473 + ], + "opposite_logprob_tokens": [ + -2.237952470779419 + ], + "logprob_reward": -0.1129525750875473, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129525750875473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14469632506370544, + 0.020195741206407547, + 0.01701444387435913, + 0.06011875346302986, + 0.014434654265642166, + 0.018846290186047554, + 0.5859116911888123, + 0.015603849664330482, + 0.09805798530578613, + 0.025120312348008156 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.1129525750875473 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009793920442461967 + ], + "opposite_logprob_tokens": [ + -4.634793758392334 + ], + "logprob_reward": -0.009793920442461967, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009793920442461967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1283624768257141, + 0.05407336726784706, + 0.05684628337621689, + 0.0261930450797081, + 0.02649260312318802, + 0.09259749203920364, + 0.5294272899627686, + 0.025358153507113457, + 0.021984832361340523, + 0.03866439685225487 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.009793920442461967 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951184779405594 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951184779405594, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951184779405594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27303823828697205, + 0.06686316430568695, + 0.0720633715391159, + 0.058024294674396515, + 0.02676222287118435, + 0.03639677166938782, + 0.390124648809433, + 0.02304597571492195, + 0.018566034734249115, + 0.035115305334329605 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.005951184779405594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809775784611702 + ], + "opposite_logprob_tokens": [ + -3.288097858428955 + ], + "logprob_reward": -0.03809775784611702, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809775784611702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10469957441091537, + 0.12789878249168396, + 0.04299536347389221, + 0.14264102280139923, + 0.09782449901103973, + 0.15738898515701294, + 0.22616639733314514, + 0.028199471533298492, + 0.020171718671917915, + 0.052014149725437164 + ], + "top_frames": [ + 6, + 5, + 3 + ], + "selected_reward": -0.03809775784611702 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "telephoto lens captures a tight, eye-level medium shot, slowly and almost imperceptibly tracking to the right a dense herd of zebras, packed so tightly together that their individual forms dissolve into a single, pulsating field of view. Under the intense, high-angle glare of the African midday sun, their high-contrast black and white stripes overlap and merge, creating a dazzling, shimmering optical illusion that dazzles the eye. The background is a soft-focus blur of burnt-yellow savannah grass, and the air itself seems to vibrate with a visible heat haze, further distorting the scene. Subtle, asynchronous movements ripple through the mass of bodies—the flick of an ear, the slow whirr of a black tufted tail, the steady rise and fall of a breathing flank—resulting in a maze-like pattern that constantly shifts and rearranges. The effect is hypnotic and disorienting, a masterful display of natural camouflage, transforming the herd into a single, living tapestry of light and shadow, making it impossible to discern where one animal ends and another begins, and creating an atmosphere of serene yet intense natural wonder.", + "seed": 15434, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_12/index_840_seed_15434_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04357683043926954, + "vlm_logprob": -0.04357683043926954, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.04357683043926954, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03607042878866196 + ], + "opposite_logprob_tokens": [ + -3.6610703468322754 + ], + "logprob_reward": -0.03607042878866196, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03607042878866196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10092002898454666, + 0.01861228421330452, + 0.04134029522538185, + 0.08808687329292297, + 0.03770991042256355, + 0.058108553290367126, + 0.12028531730175018, + 0.01154027134180069, + 0.49128690361976624, + 0.032109495252370834 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.03607042878866196 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129683330655098 + ], + "opposite_logprob_tokens": [ + -2.2379684448242188 + ], + "logprob_reward": -0.1129683330655098, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129683330655098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06530971825122833, + 0.04286937415599823, + 0.0923173651099205, + 0.18838953971862793, + 0.07407785207033157, + 0.02985205315053463, + 0.02306639775633812, + 0.02903457172214985, + 0.3826539218425751, + 0.07242915034294128 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.1129683330655098 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016086667776107788 + ], + "opposite_logprob_tokens": [ + -4.141086578369141 + ], + "logprob_reward": -0.016086667776107788, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016086667776107788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15365995466709137, + 0.021263234317302704, + 0.04873887822031975, + 0.33806169033050537, + 0.18633481860160828, + 0.020478155463933945, + 0.07122055441141129, + 0.008935270830988884, + 0.12499308586120605, + 0.02631431445479393 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.016086667776107788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099062643945217 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004099062643945217, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099062643945217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22573183476924896, + 0.0117839640006423, + 0.05210503563284874, + 0.14104630053043365, + 0.09654884040355682, + 0.01965029165148735, + 0.21201825141906738, + 0.012996724806725979, + 0.21473389863967896, + 0.013384916819632053 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.004099062643945217 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tight, eye-level medium shot of a dense herd of zebras?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly and almost imperceptibly track to the right?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by intense, high-angle sunlight creating high-contrast black and white stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus blur of burnt-yellow savannah grass with visible heat haze?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there subtle asynchronous movements like flicking ears or rising flanks visible within the herd?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048659659922122955 + ], + "opposite_logprob_tokens": [ + -3.048659563064575 + ], + "logprob_reward": -0.048659659922122955, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048659659922122955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04257430508732796, + 0.025971800088882446, + 0.031541042029857635, + 0.20581451058387756, + 0.009311477653682232, + 0.010445631109178066, + 0.027722062543034554, + 0.012683550827205181, + 0.5896669626235962, + 0.04426870495080948 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.048659659922122955 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_13/index_tensor([3151, 3151])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_13/index_tensor([3151, 3151])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ab9ed74ddd1477fcc0cc75da83c0e3caeb945679 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_13/index_tensor([3151, 3151])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide, static shot in the style of Chinese ink painting, the entire frame is crisscrossed by powerful, horizontal, rubbing brushstrokes, vividly conveying the ferocity of a violent wind. On the left side of the frame, a broken wooden fence is outlined with sharp, dry lines of burnt ink, its thorns and jagged texture imbued with a sense of fragmentation. In the lower right corner, the hunched back of an elderly man defiantly defies the storm, his wide, dark robe swollen by the wind like a full sail, its folds trembling violently under the force of the wind. In the vast expanse of white space in the center of the frame, the silhouette of a white horse is almost annihilated, its tail swept across with a wet brush, leaving a dynamic afterimage in the air. Ochre particles, mixed with the texture of plaster, are scattered throughout the scene, creating a cloud of flying dust, infusing the stark, black, white, and gray palette with a harsh, earthy hue. In the distance, the twisted branches of several dead trees pierce the pale sky with the force of calligraphy. The whole scene, through the interweaving of dynamic and static, creates a desolate, tragic and highly tense artistic atmosphere.", + "seed": 13373, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_13/index_3151_seed_13373_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03184600081294775, + "vlm_logprob": -0.03184600081294775, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.03184600081294775, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01181697752326727 + ], + "opposite_logprob_tokens": [ + -4.76181697845459 + ], + "logprob_reward": -0.01181697752326727, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01181697752326727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08133355528116226, + 0.07334397733211517, + 0.025853415951132774, + 0.020512036979198456, + 0.031755231320858, + 0.021980872377753258, + 0.0760970413684845, + 0.4970753490924835, + 0.11887452751398087, + 0.05317402258515358 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.01181697752326727 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006745780352503061 + ], + "opposite_logprob_tokens": [ + -5.0067458152771 + ], + "logprob_reward": -0.006745780352503061, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006745780352503061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20536255836486816, + 0.17797160148620605, + 0.0775151476264, + 0.038671139627695084, + 0.07277774065732956, + 0.05886534973978996, + 0.0611119270324707, + 0.12052194029092789, + 0.07136319577693939, + 0.1158394068479538 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.006745780352503061 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054948315024375916 + ], + "opposite_logprob_tokens": [ + -2.929948329925537 + ], + "logprob_reward": -0.054948315024375916, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054948315024375916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11139393597841263, + 0.061593540012836456, + 0.041264962404966354, + 0.11403908580541611, + 0.18283401429653168, + 0.061067551374435425, + 0.10969780385494232, + 0.09295524656772614, + 0.08286411315202713, + 0.14228974282741547 + ], + "top_frames": [ + 4, + 9, + 3 + ], + "selected_reward": -0.054948315024375916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006734886672347784 + ], + "opposite_logprob_tokens": [ + -5.006734848022461 + ], + "logprob_reward": -0.006734886672347784, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006734886672347784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26345744729042053, + 0.11283785849809647, + 0.03076217882335186, + 0.05469346418976784, + 0.0984126478433609, + 0.06431225687265396, + 0.10741476714611053, + 0.15995235741138458, + 0.048764828592538834, + 0.05939214304089546 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.006734886672347784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898404449224472 + ], + "opposite_logprob_tokens": [ + -2.578984022140503 + ], + "logprob_reward": -0.07898404449224472, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898404449224472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15965768694877625, + 0.09265831112861633, + 0.0399680957198143, + 0.07665179669857025, + 0.07547909021377563, + 0.031879257410764694, + 0.09408899396657944, + 0.30720680952072144, + 0.020587636157870293, + 0.10182230174541473 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.07898404449224472 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, static shot in the style of Chinese ink painting, the entire frame is crisscrossed by powerful, horizontal, rubbing brushstrokes, vividly conveying the ferocity of a violent wind. On the left side of the frame, a broken wooden fence is outlined with sharp, dry lines of burnt ink, its thorns and jagged texture imbued with a sense of fragmentation. In the lower right corner, the hunched back of an elderly man defiantly defies the storm, his wide, dark robe swollen by the wind like a full sail, its folds trembling violently under the force of the wind. In the vast expanse of white space in the center of the frame, the silhouette of a white horse is almost annihilated, its tail swept across with a wet brush, leaving a dynamic afterimage in the air. Ochre particles, mixed with the texture of plaster, are scattered throughout the scene, creating a cloud of flying dust, infusing the stark, black, white, and gray palette with a harsh, earthy hue. In the distance, the twisted branches of several dead trees pierce the pale sky with the force of calligraphy. The whole scene, through the interweaving of dynamic and static, creates a desolate, tragic and highly tense artistic atmosphere.", + "seed": 13374, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_13/index_3151_seed_13374_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.027048647124320268, + "vlm_logprob": -0.027048647124320268, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.027048647124320268, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01534160878509283 + ], + "opposite_logprob_tokens": [ + -4.390341758728027 + ], + "logprob_reward": -0.01534160878509283, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01534160878509283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12504974007606506, + 0.02102903462946415, + 0.0135849853977561, + 0.03120393492281437, + 0.02032596617937088, + 0.03909248858690262, + 0.017524199560284615, + 0.02020884118974209, + 0.6591326594352722, + 0.052848175168037415 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.01534160878509283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649976924061775 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649976924061775, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649976924061775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13521821796894073, + 0.0970136746764183, + 0.01736101321876049, + 0.04913252219557762, + 0.031231693923473358, + 0.01117098331451416, + 0.010463128797709942, + 0.021893758326768875, + 0.6106182336807251, + 0.01589682511985302 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.008649976924061775 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865375533699989 + ], + "opposite_logprob_tokens": [ + -3.0486538410186768 + ], + "logprob_reward": -0.04865375533699989, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865375533699989, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.024545416235923767, + 0.009149305522441864, + 0.009681029245257378, + 0.008315875194966793, + 0.01573215238749981, + 0.014035417698323727, + 0.004788377322256565, + 0.007724551949650049, + 0.8994907736778259, + 0.006537081208080053 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.04865375533699989 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630960550159216 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630960550159216, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630960550159216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2772628366947174, + 0.04962804540991783, + 0.04085813835263252, + 0.06532546877861023, + 0.05865180864930153, + 0.07635580748319626, + 0.04319794476032257, + 0.05121149867773056, + 0.30439436435699463, + 0.03311409056186676 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.007630960550159216 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496693402528763 + ], + "opposite_logprob_tokens": [ + -2.929966926574707 + ], + "logprob_reward": -0.05496693402528763, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496693402528763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4538194537162781, + 0.023916024714708328, + 0.013270420953631401, + 0.025802625343203545, + 0.021714944392442703, + 0.021142715588212013, + 0.007975385524332523, + 0.013318676501512527, + 0.40622562170028687, + 0.012814141809940338 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.05496693402528763 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, static shot in the style of Chinese ink painting, the entire frame is crisscrossed by powerful, horizontal, rubbing brushstrokes, vividly conveying the ferocity of a violent wind. On the left side of the frame, a broken wooden fence is outlined with sharp, dry lines of burnt ink, its thorns and jagged texture imbued with a sense of fragmentation. In the lower right corner, the hunched back of an elderly man defiantly defies the storm, his wide, dark robe swollen by the wind like a full sail, its folds trembling violently under the force of the wind. In the vast expanse of white space in the center of the frame, the silhouette of a white horse is almost annihilated, its tail swept across with a wet brush, leaving a dynamic afterimage in the air. Ochre particles, mixed with the texture of plaster, are scattered throughout the scene, creating a cloud of flying dust, infusing the stark, black, white, and gray palette with a harsh, earthy hue. In the distance, the twisted branches of several dead trees pierce the pale sky with the force of calligraphy. The whole scene, through the interweaving of dynamic and static, creates a desolate, tragic and highly tense artistic atmosphere.", + "seed": 13375, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_13/index_3151_seed_13375_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.014256389159709216, + "vlm_logprob": -0.014256389159709216, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.014256389159709216, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01058228500187397 + ], + "opposite_logprob_tokens": [ + -5.135582447052002 + ], + "logprob_reward": -0.01058228500187397, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.01058228500187397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1912367194890976, + 0.1142181009054184, + 0.06733965128660202, + 0.04922451451420784, + 0.22721551358699799, + 0.0433603972196579, + 0.03447054326534271, + 0.061262283474206924, + 0.1550976037979126, + 0.05657471343874931 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.01058228500187397 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036245384253561497 + ], + "opposite_logprob_tokens": [ + -5.628624439239502 + ], + "logprob_reward": -0.0036245384253561497, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036245384253561497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26953360438346863, + 0.15248636901378632, + 0.18023532629013062, + 0.03474351763725281, + 0.18010351061820984, + 0.05218861624598503, + 0.023131536319851875, + 0.021739933639764786, + 0.06276210397481918, + 0.023075541481375694 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0036245384253561497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818273961544037 + ], + "opposite_logprob_tokens": [ + -4.018182754516602 + ], + "logprob_reward": -0.01818273961544037, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818273961544037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15260758996009827, + 0.13832099735736847, + 0.13736818730831146, + 0.094938725233078, + 0.152393639087677, + 0.11301474273204803, + 0.041353777050971985, + 0.05218798667192459, + 0.07368651032447815, + 0.04412785917520523 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.01818273961544037 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537943199276924 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537943199276924, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537943199276924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14652904868125916, + 0.0812782496213913, + 0.1495402306318283, + 0.07831652462482452, + 0.11940141767263412, + 0.1677129864692688, + 0.0872206762433052, + 0.05723258852958679, + 0.07906115800142288, + 0.0337071567773819 + ], + "top_frames": [ + 5, + 2, + 0 + ], + "selected_reward": -0.012537943199276924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354439556598663 + ], + "opposite_logprob_tokens": [ + -3.6513545513153076 + ], + "logprob_reward": -0.026354439556598663, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354439556598663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23390990495681763, + 0.21070656180381775, + 0.023725735023617744, + 0.02487245760858059, + 0.3435680866241455, + 0.013239770196378231, + 0.042143601924180984, + 0.04521682858467102, + 0.032230351120233536, + 0.03038663975894451 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.026354439556598663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, static shot in the style of Chinese ink painting, the entire frame is crisscrossed by powerful, horizontal, rubbing brushstrokes, vividly conveying the ferocity of a violent wind. On the left side of the frame, a broken wooden fence is outlined with sharp, dry lines of burnt ink, its thorns and jagged texture imbued with a sense of fragmentation. In the lower right corner, the hunched back of an elderly man defiantly defies the storm, his wide, dark robe swollen by the wind like a full sail, its folds trembling violently under the force of the wind. In the vast expanse of white space in the center of the frame, the silhouette of a white horse is almost annihilated, its tail swept across with a wet brush, leaving a dynamic afterimage in the air. Ochre particles, mixed with the texture of plaster, are scattered throughout the scene, creating a cloud of flying dust, infusing the stark, black, white, and gray palette with a harsh, earthy hue. In the distance, the twisted branches of several dead trees pierce the pale sky with the force of calligraphy. The whole scene, through the interweaving of dynamic and static, creates a desolate, tragic and highly tense artistic atmosphere.", + "seed": 13376, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_13/index_3151_seed_13376_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013585794856771827, + "vlm_logprob": -0.013585794856771827, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.013585794856771827, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006289332173764706 + ], + "opposite_logprob_tokens": [ + -5.506289482116699 + ], + "logprob_reward": -0.006289332173764706, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.006289332173764706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12062974274158478, + 0.046588312834501266, + 0.10606739670038223, + 0.10611787438392639, + 0.13649097084999084, + 0.2902485728263855, + 0.024803565815091133, + 0.05007433518767357, + 0.07771986722946167, + 0.04125937446951866 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.006289332173764706 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032031440641731024 + ], + "opposite_logprob_tokens": [ + -5.75320291519165 + ], + "logprob_reward": -0.0032031440641731024, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032031440641731024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1802794486284256, + 0.06719587743282318, + 0.10132574290037155, + 0.1842050850391388, + 0.10173968225717545, + 0.11013507097959518, + 0.08527018129825592, + 0.0751345083117485, + 0.046092383563518524, + 0.04862198978662491 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.0032031440641731024 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043058719485998154 + ], + "opposite_logprob_tokens": [ + -3.1680586338043213 + ], + "logprob_reward": -0.043058719485998154, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043058719485998154, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17796365916728973, + 0.12929092347621918, + 0.07966580241918564, + 0.10270874202251434, + 0.11624515801668167, + 0.07118429243564606, + 0.05397944152355194, + 0.06957560032606125, + 0.09621080756187439, + 0.1031755656003952 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.043058719485998154 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067379651591181755 + ], + "opposite_logprob_tokens": [ + -5.006738185882568 + ], + "logprob_reward": -0.0067379651591181755, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067379651591181755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18962086737155914, + 0.07145766168832779, + 0.1668325513601303, + 0.06524506211280823, + 0.04105105996131897, + 0.0750516951084137, + 0.03909837082028389, + 0.11339506506919861, + 0.14351652562618256, + 0.09473118931055069 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.0067379651591181755 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in the style of Chinese ink painting with a wide, static shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a broken wooden fence with sharp, dry lines of burnt ink visible on the left side of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hunched back of an elderly man wearing a wide, dark robe visible in the lower right corner?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the silhouette of a white horse visible in the center of the frame with a tail swept across by a wet brush?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are ochre particles mixed with plaster texture scattered throughout the scene against a black, white, and gray palette?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008639813400804996 + ], + "opposite_logprob_tokens": [ + -4.758639812469482 + ], + "logprob_reward": -0.008639813400804996, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008639813400804996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2634280323982239, + 0.1807486116886139, + 0.09837676584720612, + 0.06115792319178581, + 0.06807011365890503, + 0.04397177696228027, + 0.05752218887209892, + 0.061344344168901443, + 0.0668746829032898, + 0.09850557893514633 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.008639813400804996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_14/index_tensor([7868, 7868])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_14/index_tensor([7868, 7868])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..626ac09cdf79088a7806d6fea20a1e0961b13e84 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_14/index_tensor([7868, 7868])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.", + "seed": 10739, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_14/index_7868_seed_10739_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1561641415581107, + "vlm_logprob": -0.1561641415581107, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.1561641415581107, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008759408257901669 + ], + "opposite_logprob_tokens": [ + -5.133759498596191 + ], + "logprob_reward": -0.008759408257901669, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.008759408257901669, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05865425616502762, + 0.2534017264842987, + 0.01770700328052044, + 0.03529324010014534, + 0.028021784499287605, + 0.06626301258802414, + 0.07237263768911362, + 0.3181622326374054, + 0.09109658002853394, + 0.059027496725320816 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.008759408257901669 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282959699630737 + ], + "opposite_logprob_tokens": [ + -2.017829656600952 + ], + "logprob_reward": -0.14282959699630737, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14282959699630737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05742187425494194, + 0.22981122136116028, + 0.04669860377907753, + 0.12534499168395996, + 0.05979320406913757, + 0.04468279704451561, + 0.029547885060310364, + 0.17021356523036957, + 0.16498468816280365, + 0.07150113582611084 + ], + "top_frames": [ + 1, + 7, + 8 + ], + "selected_reward": -0.14282959699630737 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328656055033207 + ], + "opposite_logprob_tokens": [ + -3.7732865810394287 + ], + "logprob_reward": -0.02328656055033207, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328656055033207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04322012886404991, + 0.5519503951072693, + 0.016127606853842735, + 0.05456197261810303, + 0.015285393223166466, + 0.015573274344205856, + 0.014122110791504383, + 0.12329263985157013, + 0.14790821075439453, + 0.017958251759409904 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.02328656055033207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.576155960559845 + ], + "opposite_logprob_tokens": [ + -0.826155960559845 + ], + "logprob_reward": -0.576155960559845, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.576155960559845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04219336435198784, + 0.12308034300804138, + 0.012106692418456078, + 0.019850224256515503, + 0.021563738584518433, + 0.03552408143877983, + 0.022534914314746857, + 0.2912316918373108, + 0.22330988943576813, + 0.20860502123832703 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.576155960559845 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789181426167488 + ], + "opposite_logprob_tokens": [ + -3.5297892093658447 + ], + "logprob_reward": -0.029789181426167488, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789181426167488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10238859802484512, + 0.14338140189647675, + 0.028409333899617195, + 0.026111789047718048, + 0.017108401283621788, + 0.03942671790719032, + 0.08160156011581421, + 0.18685494363307953, + 0.047857459634542465, + 0.3268597424030304 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.029789181426167488 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.", + "seed": 10740, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_14/index_7868_seed_10740_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11993599459528922, + "vlm_logprob": -0.11993599459528922, + "vlm_yes_no_margin": 3.025000011920929, + "vlm_token_credit": -0.11993599459528922, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010109294205904007 + ], + "opposite_logprob_tokens": [ + -4.8851094245910645 + ], + "logprob_reward": -0.010109294205904007, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.010109294205904007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16648730635643005, + 0.0854949951171875, + 0.033758196979761124, + 0.0675504058599472, + 0.19842389225959778, + 0.059486668556928635, + 0.05625728517770767, + 0.0592760294675827, + 0.11317431926727295, + 0.1600908637046814 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.010109294205904007 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20158816874027252 + ], + "opposite_logprob_tokens": [ + -1.7015881538391113 + ], + "logprob_reward": -0.20158816874027252, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20158816874027252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08165783435106277, + 0.38893556594848633, + 0.043097127228975296, + 0.037754256278276443, + 0.030953513458371162, + 0.0582975409924984, + 0.05316193029284477, + 0.0500841923058033, + 0.04669349268078804, + 0.20936451852321625 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.20158816874027252 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329086884856224 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.02329086884856224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329086884856224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13309015333652496, + 0.07234297692775726, + 0.06510929763317108, + 0.31060510873794556, + 0.15460869669914246, + 0.08325463533401489, + 0.027093306183815002, + 0.03975275531411171, + 0.03258836641907692, + 0.08155469596385956 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.02329086884856224 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34863418340682983 + ], + "opposite_logprob_tokens": [ + -1.2236342430114746 + ], + "logprob_reward": -0.34863418340682983, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34863418340682983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0765853300690651, + 0.034365616738796234, + 0.06575899571180344, + 0.03464080020785332, + 0.09141606837511063, + 0.051258575171232224, + 0.04641667380928993, + 0.12276086956262589, + 0.05836636573076248, + 0.4184306561946869 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.34863418340682983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016057457774877548 + ], + "opposite_logprob_tokens": [ + -4.14105749130249 + ], + "logprob_reward": -0.016057457774877548, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016057457774877548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12708137929439545, + 0.06655066460371017, + 0.051601238548755646, + 0.046439334750175476, + 0.07430543005466461, + 0.07400336116552353, + 0.06976217031478882, + 0.09568646550178528, + 0.051861297339200974, + 0.34270867705345154 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.016057457774877548 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.", + "seed": 10741, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_14/index_7868_seed_10741_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04382459502667189, + "vlm_logprob": -0.04382459502667189, + "vlm_yes_no_margin": 3.5249999523162843, + "vlm_token_credit": -0.04382459502667189, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009542920626699924 + ], + "opposite_logprob_tokens": [ + -5.009542942047119 + ], + "logprob_reward": -0.009542920626699924, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.009542920626699924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1118253618478775, + 0.25896817445755005, + 0.030737828463315964, + 0.15105299651622772, + 0.06289733201265335, + 0.11763226985931396, + 0.03604282811284065, + 0.032717835158109665, + 0.13028177618980408, + 0.06784368306398392 + ], + "top_frames": [ + 1, + 3, + 8 + ], + "selected_reward": -0.009542920626699924 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294927448034286 + ], + "opposite_logprob_tokens": [ + -2.2379493713378906 + ], + "logprob_reward": -0.11294927448034286, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294927448034286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12146198004484177, + 0.29765555262565613, + 0.047053005546331406, + 0.1678934544324875, + 0.09921712428331375, + 0.05328788608312607, + 0.025078492239117622, + 0.01892099343240261, + 0.11140087991952896, + 0.05803065374493599 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.11294927448034286 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188124522566795 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018188124522566795, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018188124522566795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2625601589679718, + 0.09871350228786469, + 0.07545892149209976, + 0.20739856362342834, + 0.03597550466656685, + 0.04549923539161682, + 0.04130300506949425, + 0.03041651099920273, + 0.125212162733078, + 0.07746243476867676 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.018188124522566795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048656366765499115 + ], + "opposite_logprob_tokens": [ + -3.048656463623047 + ], + "logprob_reward": -0.048656366765499115, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048656366765499115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07021109014749527, + 0.08489945530891418, + 0.04665275663137436, + 0.12174416333436966, + 0.16903311014175415, + 0.04048756882548332, + 0.05289164185523987, + 0.06456167995929718, + 0.08366699516773224, + 0.26585161685943604 + ], + "top_frames": [ + 9, + 4, + 3 + ], + "selected_reward": -0.048656366765499115 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029786288738250732 + ], + "opposite_logprob_tokens": [ + -3.5297863483428955 + ], + "logprob_reward": -0.029786288738250732, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029786288738250732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10772506892681122, + 0.09853586554527283, + 0.038683343678712845, + 0.17073744535446167, + 0.042342692613601685, + 0.10639949142932892, + 0.08024761080741882, + 0.04732363298535347, + 0.2547583281993866, + 0.05324653536081314 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.029786288738250732 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle shot begins, the camera tilting slowly and steadily upward along the side of the majestic lighthouse perched on a rugged promontory. At the bottom of the frame, surging deep blue waves, their crests tumbling into violent white foam, crash relentlessly against the jagged, damp black rocks of the shore. Vast swathes of sea foam are flung into the air, shrouding the lower portion of the tower in a mist. As the camera ascends, it reveals the lighthouse's weathered cylindrical body, constructed from massive white stones cracked and streaked with salt and green moss, telling of its long battle against the elements. The deliberate upward movement continues through small, salt-coated windows, ultimately reaching the iron-barred gallery at the top. The camera climaxes with a focus on the lantern room, where, behind the thick glass panes, a massive, intricate Fresnel lens can be seen, slowly rotating to cast a powerful, sweeping beam of warm golden light. This lone lighthouse pierces the moody, diffuse twilight of a stormy, overcast sky, creating a desolate, cinematic atmosphere that stands in opposition to the raw, chaotic forces of nature.", + "seed": 10742, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_14/index_7868_seed_10742_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1261635052971542, + "vlm_logprob": -0.1261635052971542, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.1261635052971542, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01266896165907383 + ], + "opposite_logprob_tokens": [ + -5.137669086456299 + ], + "logprob_reward": -0.01266896165907383, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.01266896165907383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13612422347068787, + 0.06210572272539139, + 0.09620916098356247, + 0.12589482963085175, + 0.07945171743631363, + 0.15310946106910706, + 0.11245161294937134, + 0.07772254198789597, + 0.0566662922501564, + 0.10026448220014572 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.01266896165907383 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11296726763248444 + ], + "opposite_logprob_tokens": [ + -2.2379672527313232 + ], + "logprob_reward": -0.11296726763248444, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11296726763248444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.058400072157382965, + 0.1196659505367279, + 0.035194627940654755, + 0.4317719042301178, + 0.07254765182733536, + 0.1531030237674713, + 0.04031303897500038, + 0.036302488297224045, + 0.012825761921703815, + 0.03987554460763931 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.11296726763248444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630960550159216 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630960550159216, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630960550159216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09218408912420273, + 0.2081754207611084, + 0.07882721722126007, + 0.14912280440330505, + 0.15495286881923676, + 0.09509959816932678, + 0.04426295682787895, + 0.07449699938297272, + 0.03815879672765732, + 0.06471928209066391 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.007630960550159216 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742734432220459 + ], + "opposite_logprob_tokens": [ + -0.9742734432220459 + ], + "logprob_reward": -0.4742734432220459, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742734432220459, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08580558001995087, + 0.07894524186849594, + 0.06599204987287521, + 0.05619291588664055, + 0.09780193865299225, + 0.17638812959194183, + 0.10075484216213226, + 0.14266955852508545, + 0.10163968056440353, + 0.09380999207496643 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.4742734432220459 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a low-angle view that tilts slowly and steadily upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighthouse constructed from massive white stones with visible cracks, salt streaks, and green moss?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are deep blue waves with violent white foam crashing against jagged black rocks at the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera movement reveal an iron-barred gallery and a rotating Fresnel lens casting a warm golden beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a stormy, overcast twilight with a desolate, cinematic atmosphere?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327689342200756 + ], + "opposite_logprob_tokens": [ + -3.7732768058776855 + ], + "logprob_reward": -0.02327689342200756, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327689342200756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05941537767648697, + 0.06892584264278412, + 0.019166290760040283, + 0.27737149596214294, + 0.07854399085044861, + 0.17315173149108887, + 0.18212616443634033, + 0.06308786571025848, + 0.027146000415086746, + 0.051065221428871155 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.02327689342200756 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_15/index_tensor([6670, 6670])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_15/index_tensor([6670, 6670])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a33c8ee956c181f0cbd37d811a90d73333e8d8a2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_15/index_tensor([6670, 6670])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up static shot, using a bullet-time effect, captures in astonishing detail the moment an arrow completely pierces a red apple. The arrow, with a sleek black carbon fiber shaft and a sharp, gleaming steel tip, has just burst from the other side of the apple. The perfectly ripe apple, its skin a vibrant crimson, is now shattered inward by the immense force of the impact. A spectacular, three-dimensional corona of juice and pulp erupts around the arrow, with thousands of individual, crystalline droplets and tiny fibers of flesh frozen in mid-air. Some larger droplets remain perfectly spherical due to surface tension, while others are stretched into delicate threads of liquid. The entire scene is set against a pure black, non-reflective background. Sharp, bright, high-speed studio lighting illuminates every tiny detail from the side, capturing every facet of the splashing droplets, making them sparkle like countless tiny diamonds while creating crisp highlights on the smooth skin of the apple and the metal surface of the arrow. The entire picture presents an extreme surreal texture, freezing a moment of destruction full of violent aesthetics with scientific precision and artistic clarity, and the details are extremely realistic.", + "seed": 15306, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_15/index_6670_seed_15306_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2203490754356608, + "vlm_logprob": -0.2203490754356608, + "vlm_yes_no_margin": 2.824999976158142, + "vlm_token_credit": -0.2203490754356608, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7585487961769104 + ], + "opposite_logprob_tokens": [ + -0.6335487961769104 + ], + "logprob_reward": -0.7585487961769104, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7585487961769104, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4715731143951416, + 0.09556619077920914, + 0.038831375539302826, + 0.013245128095149994, + 0.2562063932418823, + 0.01902971975505352, + 0.025450583547353745, + 0.02557048760354519, + 0.033066604286432266, + 0.021460503339767456 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.7585487961769104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1273086965084076 + ], + "opposite_logprob_tokens": [ + -2.1273086071014404 + ], + "logprob_reward": -0.1273086965084076, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1273086965084076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27489417791366577, + 0.05068238824605942, + 0.0399777814745903, + 0.013608691282570362, + 0.3974202573299408, + 0.020500322803854942, + 0.10892317444086075, + 0.04048610478639603, + 0.027779746800661087, + 0.02572736330330372 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.1273086965084076 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012557603418827057 + ], + "opposite_logprob_tokens": [ + -4.387557506561279 + ], + "logprob_reward": -0.012557603418827057, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012557603418827057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45135489106178284, + 0.06709122657775879, + 0.10534846037626266, + 0.028375573456287384, + 0.12292571365833282, + 0.11356221139431, + 0.01942468248307705, + 0.014995558187365532, + 0.02238507941365242, + 0.054536622017621994 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.012557603418827057 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20161466300487518 + ], + "opposite_logprob_tokens": [ + -1.7016146183013916 + ], + "logprob_reward": -0.20161466300487518, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20161466300487518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04117034375667572, + 0.05465036630630493, + 0.04611751437187195, + 0.07676327973604202, + 0.4301857054233551, + 0.026778489351272583, + 0.15982915461063385, + 0.04052785411477089, + 0.08454734832048416, + 0.03942994400858879 + ], + "top_frames": [ + 4, + 6, + 8 + ], + "selected_reward": -0.20161466300487518 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017156180692836642 + ], + "opposite_logprob_tokens": [ + -6.376715660095215 + ], + "logprob_reward": -0.0017156180692836642, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017156180692836642, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11787842214107513, + 0.10334139317274094, + 0.0768137276172638, + 0.07424648106098175, + 0.07744632661342621, + 0.0548744723200798, + 0.26030465960502625, + 0.11449483036994934, + 0.07195036113262177, + 0.048649389296770096 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.0017156180692836642 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, using a bullet-time effect, captures in astonishing detail the moment an arrow completely pierces a red apple. The arrow, with a sleek black carbon fiber shaft and a sharp, gleaming steel tip, has just burst from the other side of the apple. The perfectly ripe apple, its skin a vibrant crimson, is now shattered inward by the immense force of the impact. A spectacular, three-dimensional corona of juice and pulp erupts around the arrow, with thousands of individual, crystalline droplets and tiny fibers of flesh frozen in mid-air. Some larger droplets remain perfectly spherical due to surface tension, while others are stretched into delicate threads of liquid. The entire scene is set against a pure black, non-reflective background. Sharp, bright, high-speed studio lighting illuminates every tiny detail from the side, capturing every facet of the splashing droplets, making them sparkle like countless tiny diamonds while creating crisp highlights on the smooth skin of the apple and the metal surface of the arrow. The entire picture presents an extreme surreal texture, freezing a moment of destruction full of violent aesthetics with scientific precision and artistic clarity, and the details are extremely realistic.", + "seed": 15307, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_15/index_6670_seed_15307_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11852687769569456, + "vlm_logprob": -0.11852687769569456, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.11852687769569456, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019268594682216644 + ], + "opposite_logprob_tokens": [ + -4.01926851272583 + ], + "logprob_reward": -0.019268594682216644, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019268594682216644, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11614475399255753, + 0.10592222958803177, + 0.056463420391082764, + 0.0828273594379425, + 0.06404152512550354, + 0.2053101807832718, + 0.21948447823524475, + 0.08789248764514923, + 0.032965075224637985, + 0.028948454186320305 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.019268594682216644 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033774860203266144 + ], + "opposite_logprob_tokens": [ + -3.4087748527526855 + ], + "logprob_reward": -0.033774860203266144, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033774860203266144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24992963671684265, + 0.18646956980228424, + 0.0716559886932373, + 0.057562097907066345, + 0.05302330106496811, + 0.06979282945394516, + 0.11027323454618454, + 0.05588025599718094, + 0.05010782554745674, + 0.09530533850193024 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.033774860203266144 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556190602481365 + ], + "opposite_logprob_tokens": [ + -4.387556076049805 + ], + "logprob_reward": -0.012556190602481365, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556190602481365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11264792084693909, + 0.14011096954345703, + 0.31210237741470337, + 0.10778322070837021, + 0.04788593202829361, + 0.044050972908735275, + 0.05823760852217674, + 0.03026176057755947, + 0.0721600204706192, + 0.07475923746824265 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.012556190602481365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234111547470093 + ], + "opposite_logprob_tokens": [ + -0.8984111547470093 + ], + "logprob_reward": -0.5234111547470093, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234111547470093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0473443940281868, + 0.161345973610878, + 0.04616658389568329, + 0.06687791645526886, + 0.02962557040154934, + 0.29727959632873535, + 0.044274747371673584, + 0.012665239162743092, + 0.0287943072617054, + 0.26562565565109253 + ], + "top_frames": [ + 5, + 9, + 1 + ], + "selected_reward": -0.5234111547470093 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036235882434993982 + ], + "opposite_logprob_tokens": [ + -5.6286234855651855 + ], + "logprob_reward": -0.0036235882434993982, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036235882434993982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1432209461927414, + 0.0699918195605278, + 0.1462123990058899, + 0.07102464139461517, + 0.056913066655397415, + 0.15688416361808777, + 0.09725166112184525, + 0.045893747359514236, + 0.04883406311273575, + 0.16377350687980652 + ], + "top_frames": [ + 9, + 5, + 2 + ], + "selected_reward": -0.0036235882434993982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, using a bullet-time effect, captures in astonishing detail the moment an arrow completely pierces a red apple. The arrow, with a sleek black carbon fiber shaft and a sharp, gleaming steel tip, has just burst from the other side of the apple. The perfectly ripe apple, its skin a vibrant crimson, is now shattered inward by the immense force of the impact. A spectacular, three-dimensional corona of juice and pulp erupts around the arrow, with thousands of individual, crystalline droplets and tiny fibers of flesh frozen in mid-air. Some larger droplets remain perfectly spherical due to surface tension, while others are stretched into delicate threads of liquid. The entire scene is set against a pure black, non-reflective background. Sharp, bright, high-speed studio lighting illuminates every tiny detail from the side, capturing every facet of the splashing droplets, making them sparkle like countless tiny diamonds while creating crisp highlights on the smooth skin of the apple and the metal surface of the arrow. The entire picture presents an extreme surreal texture, freezing a moment of destruction full of violent aesthetics with scientific precision and artistic clarity, and the details are extremely realistic.", + "seed": 15308, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_15/index_6670_seed_15308_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05914797089062631, + "vlm_logprob": -0.05914797089062631, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05914797089062631, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02381598763167858 + ], + "opposite_logprob_tokens": [ + -3.773815870285034 + ], + "logprob_reward": -0.02381598763167858, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02381598763167858, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08071915805339813, + 0.08762895315885544, + 0.08080776780843735, + 0.07843028008937836, + 0.12350992858409882, + 0.08934609591960907, + 0.08323075622320175, + 0.10990394651889801, + 0.1400216668844223, + 0.12640145421028137 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.02381598763167858 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0701456293463707 + ], + "opposite_logprob_tokens": [ + -2.695145606994629 + ], + "logprob_reward": -0.0701456293463707, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0701456293463707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14927317202091217, + 0.06181792914867401, + 0.04145653545856476, + 0.24468564987182617, + 0.14754168689250946, + 0.12837176024913788, + 0.06992717832326889, + 0.06990142166614532, + 0.038102250546216965, + 0.04892244562506676 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.0701456293463707 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018204746767878532 + ], + "opposite_logprob_tokens": [ + -4.018204689025879 + ], + "logprob_reward": -0.018204746767878532, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018204746767878532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06460727006196976, + 0.13039442896842957, + 0.09617552161216736, + 0.15036869049072266, + 0.07560067623853683, + 0.10064905136823654, + 0.12827983498573303, + 0.11305045336484909, + 0.07573133707046509, + 0.06514279544353485 + ], + "top_frames": [ + 3, + 1, + 6 + ], + "selected_reward": -0.018204746767878532 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994800209999084 + ], + "opposite_logprob_tokens": [ + -1.8049479722976685 + ], + "logprob_reward": -0.17994800209999084, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994800209999084, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16245973110198975, + 0.06552708148956299, + 0.06186065822839737, + 0.2039937973022461, + 0.0405593067407608, + 0.039070721715688705, + 0.14559291303157806, + 0.15754841268062592, + 0.0775318443775177, + 0.045855604112148285 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.17994800209999084 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003625488607212901 + ], + "opposite_logprob_tokens": [ + -5.628625392913818 + ], + "logprob_reward": -0.003625488607212901, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003625488607212901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1771237552165985, + 0.07184609025716782, + 0.07022099941968918, + 0.2023419886827469, + 0.041719406843185425, + 0.03954468294978142, + 0.042050957679748535, + 0.18933461606502533, + 0.07957342267036438, + 0.086244136095047 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.003625488607212901 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up static shot, using a bullet-time effect, captures in astonishing detail the moment an arrow completely pierces a red apple. The arrow, with a sleek black carbon fiber shaft and a sharp, gleaming steel tip, has just burst from the other side of the apple. The perfectly ripe apple, its skin a vibrant crimson, is now shattered inward by the immense force of the impact. A spectacular, three-dimensional corona of juice and pulp erupts around the arrow, with thousands of individual, crystalline droplets and tiny fibers of flesh frozen in mid-air. Some larger droplets remain perfectly spherical due to surface tension, while others are stretched into delicate threads of liquid. The entire scene is set against a pure black, non-reflective background. Sharp, bright, high-speed studio lighting illuminates every tiny detail from the side, capturing every facet of the splashing droplets, making them sparkle like countless tiny diamonds while creating crisp highlights on the smooth skin of the apple and the metal surface of the arrow. The entire picture presents an extreme surreal texture, freezing a moment of destruction full of violent aesthetics with scientific precision and artistic clarity, and the details are extremely realistic.", + "seed": 15309, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_15/index_6670_seed_15309_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16965569918975235, + "vlm_logprob": -0.16965569918975235, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.16965569918975235, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0555519163608551 + ], + "opposite_logprob_tokens": [ + -2.9305520057678223 + ], + "logprob_reward": -0.0555519163608551, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0555519163608551, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3774261772632599, + 0.12178526818752289, + 0.05098193511366844, + 0.048038508743047714, + 0.03673170879483223, + 0.10787475854158401, + 0.10181988030672073, + 0.04842919483780861, + 0.04246693477034569, + 0.06444558501243591 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.0555519163608551 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07912999391555786 + ], + "opposite_logprob_tokens": [ + -2.579129934310913 + ], + "logprob_reward": -0.07912999391555786, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07912999391555786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3578305244445801, + 0.09461770951747894, + 0.11321992427110672, + 0.060513515025377274, + 0.030703963711857796, + 0.10549130290746689, + 0.08113457262516022, + 0.05033037066459656, + 0.057489100843667984, + 0.0486689992249012 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.07912999391555786 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016089951619505882 + ], + "opposite_logprob_tokens": [ + -4.141089916229248 + ], + "logprob_reward": -0.016089951619505882, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016089951619505882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2129373401403427, + 0.1131172776222229, + 0.07118780165910721, + 0.08588656038045883, + 0.06817039847373962, + 0.2021358162164688, + 0.05756814777851105, + 0.044914279133081436, + 0.06334097683429718, + 0.08074134588241577 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.016089951619505882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934017539024353 + ], + "opposite_logprob_tokens": [ + -0.6934017539024353 + ], + "logprob_reward": -0.6934017539024353, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934017539024353, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07397598773241043, + 0.13358519971370697, + 0.12098556756973267, + 0.19441145658493042, + 0.15103061497211456, + 0.12901774048805237, + 0.04329013079404831, + 0.05549392104148865, + 0.06351575255393982, + 0.034693654626607895 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.6934017539024353 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an arrow piercing a red apple?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the arrow have a black carbon fiber shaft and a sharp steel tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the apple shattered inward with a three-dimensional corona of juice and pulp erupting around the arrow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a pure black, non-reflective surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting sharp, bright, and coming from the side to create sparkling highlights on the droplets and surfaces?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004104880150407553 + ], + "opposite_logprob_tokens": [ + -5.504105091094971 + ], + "logprob_reward": -0.004104880150407553, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004104880150407553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15354296565055847, + 0.22313633561134338, + 0.06460002064704895, + 0.04889734834432602, + 0.11061423271894455, + 0.13694065809249878, + 0.025719691067934036, + 0.029924580827355385, + 0.06227020174264908, + 0.14435391128063202 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.004104880150407553 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_2/index_tensor([107, 107])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_2/index_tensor([107, 107])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b65fababf6f9a1ed478fba9b86fc4319cb1aff23 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_2/index_tensor([107, 107])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.", + "seed": 24925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_2/index_107_seed_24925_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03169221142306924, + "vlm_logprob": -0.03169221142306924, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.03169221142306924, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07648380100727081 + ], + "opposite_logprob_tokens": [ + -2.701483726501465 + ], + "logprob_reward": -0.07648380100727081, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07648380100727081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1331150382757187, + 0.10317573696374893, + 0.09357285499572754, + 0.13965432345867157, + 0.07440567016601562, + 0.27949094772338867, + 0.04295477643609047, + 0.025569608435034752, + 0.06361488997936249, + 0.04444617033004761 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.07648380100727081 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207555636763573 + ], + "opposite_logprob_tokens": [ + -4.018207550048828 + ], + "logprob_reward": -0.018207555636763573, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207555636763573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11024399846792221, + 0.18305063247680664, + 0.07363628596067429, + 0.08244892209768295, + 0.09204836189746857, + 0.3293505012989044, + 0.06104060262441635, + 0.023264355957508087, + 0.029055768623948097, + 0.01586061529815197 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.018207555636763573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076371124014258385 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.0076371124014258385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076371124014258385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27133968472480774, + 0.12267628312110901, + 0.10116878151893616, + 0.051505252718925476, + 0.04881179705262184, + 0.3306688070297241, + 0.021634679287672043, + 0.01497360598295927, + 0.019288748502731323, + 0.01793230138719082 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.0076371124014258385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495204031467438 + ], + "opposite_logprob_tokens": [ + -2.9299521446228027 + ], + "logprob_reward": -0.05495204031467438, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495204031467438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09626378864049911, + 0.03376215323805809, + 0.13002435863018036, + 0.1399533897638321, + 0.04531162604689598, + 0.35977503657341003, + 0.04395409673452377, + 0.046527765691280365, + 0.0581059493124485, + 0.046321820467710495 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.05495204031467438 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011805477552115917 + ], + "opposite_logprob_tokens": [ + -6.751180648803711 + ], + "logprob_reward": -0.0011805477552115917, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011805477552115917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1345997303724289, + 0.3321339786052704, + 0.05112835392355919, + 0.11652965843677521, + 0.05911906808614731, + 0.22934745252132416, + 0.022270971909165382, + 0.01861059106886387, + 0.01613093540072441, + 0.020129192620515823 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.0011805477552115917 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.", + "seed": 24926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_2/index_107_seed_24926_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03221907028928399, + "vlm_logprob": -0.03221907028928399, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.03221907028928399, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08630556613206863 + ], + "opposite_logprob_tokens": [ + -2.586305618286133 + ], + "logprob_reward": -0.08630556613206863, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08630556613206863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14857415854930878, + 0.10315543413162231, + 0.18056316673755646, + 0.13856114447116852, + 0.12631194293498993, + 0.061734236776828766, + 0.11797700822353363, + 0.07454131543636322, + 0.022107766941189766, + 0.026473751291632652 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.08630556613206863 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096316389739513 + ], + "opposite_logprob_tokens": [ + -4.511096477508545 + ], + "logprob_reward": -0.011096316389739513, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096316389739513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1852407604455948, + 0.17212814092636108, + 0.128068208694458, + 0.10458947718143463, + 0.09646383672952652, + 0.06348729133605957, + 0.049261726438999176, + 0.10155320912599564, + 0.07933652400970459, + 0.019870763644576073 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.011096316389739513 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012551246210932732 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.012551246210932732, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012551246210932732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1004621759057045, + 0.06561364978551865, + 0.6149430274963379, + 0.04868895560503006, + 0.02272733673453331, + 0.012476635165512562, + 0.023983079940080643, + 0.02310820110142231, + 0.07377336919307709, + 0.014223561622202396 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.012551246210932732 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865182563662529 + ], + "opposite_logprob_tokens": [ + -3.048651933670044 + ], + "logprob_reward": -0.04865182563662529, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865182563662529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29032135009765625, + 0.06014950945973396, + 0.3007797300815582, + 0.06539921462535858, + 0.046595316380262375, + 0.018542615696787834, + 0.06462560594081879, + 0.028679510578513145, + 0.09322619438171387, + 0.031680963933467865 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.04865182563662529 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024903970770537853 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024903970770537853, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024903970770537853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3252602815628052, + 0.09004367142915726, + 0.12897609174251556, + 0.05978839471936226, + 0.025173978880047798, + 0.03325487673282623, + 0.14499123394489288, + 0.06951601058244705, + 0.09485428035259247, + 0.02814115770161152 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.0024903970770537853 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.", + "seed": 24927, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_2/index_107_seed_24927_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06129491329193115, + "vlm_logprob": -0.06129491329193115, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.06129491329193115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18591713905334473 + ], + "opposite_logprob_tokens": [ + -1.8109171390533447 + ], + "logprob_reward": -0.18591713905334473, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18591713905334473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1848991960287094, + 0.2100590169429779, + 0.022334733977913857, + 0.05605463311076164, + 0.09162023663520813, + 0.015596968121826649, + 0.04859994351863861, + 0.15712188184261322, + 0.05313941463828087, + 0.16057398915290833 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.18591713905334473 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043092403560876846 + ], + "opposite_logprob_tokens": [ + -3.1680924892425537 + ], + "logprob_reward": -0.043092403560876846, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043092403560876846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2764216661453247, + 0.06614495813846588, + 0.029408857226371765, + 0.05452137440443039, + 0.0635186955332756, + 0.009996172972023487, + 0.03175783157348633, + 0.06925693899393082, + 0.06327490508556366, + 0.3356986343860626 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.043092403560876846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005258182529360056 + ], + "opposite_logprob_tokens": [ + -5.255258083343506 + ], + "logprob_reward": -0.005258182529360056, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005258182529360056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07800869643688202, + 0.07083407044410706, + 0.03867098316550255, + 0.15001682937145233, + 0.08655904233455658, + 0.018749317154288292, + 0.0770757794380188, + 0.08507158607244492, + 0.09603093564510345, + 0.298982709646225 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.005258182529360056 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001103460788727 + ], + "opposite_logprob_tokens": [ + -2.6950111389160156 + ], + "logprob_reward": -0.07001103460788727, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001103460788727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3117341101169586, + 0.06302101165056229, + 0.08286090940237045, + 0.10810761153697968, + 0.06975523382425308, + 0.021970564499497414, + 0.07707879692316055, + 0.06674384325742722, + 0.04661877825856209, + 0.1521090865135193 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.07001103460788727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002195806708186865 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002195806708186865, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002195806708186865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30894139409065247, + 0.12626537680625916, + 0.03474529832601547, + 0.04155103862285614, + 0.25879937410354614, + 0.006855630781501532, + 0.036005184054374695, + 0.07835667580366135, + 0.03906708210706711, + 0.06941305845975876 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.002195806708186865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, low-angle shot, captured with the exquisite quality of high-definition digital video, captures a meticulously modified Toyota Celica GT-Four race car, precariously balanced in near-stillness on a narrow, precarious bridge constructed from building blocks. The car, a bright white vehicle adorned with classic red and green racing stripes, boasts round rally lights on the front and a massive rear wing that emphasizes its performance credentials. It rests precisely in the center of the bridge, its wide rally tires barely touching the edges. The bridge, constructed entirely of a jumbled, fragile jumble of colorful plastic building blocks, buckles slightly under the car's weight, making it appear precarious. Beneath the bridge lies a clear, gurgling stream, its rounded pebbles visible at the bottom. Bathed in the warm, soft natural light of the afternoon, the scene is set against a backdrop of a typically Ghibli-esque, idyllic, and soothing countryside: rolling emerald green hills dotted with quaint farmhouses in the distance, and a vast blue sky brimming with cotton candy-like white clouds. This tense and wondrous moment seamlessly blends realistic mechanical details with a dreamlike, fairytale setting, creating a surreal atmosphere that is both suspenseful and full of whimsy. Its warm, bright tones imbue it with tranquility and a subtle tension.", + "seed": 24928, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_2/index_107_seed_24928_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04779712278395891, + "vlm_logprob": -0.04779712278395891, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.04779712278395891, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10417529195547104 + ], + "opposite_logprob_tokens": [ + -2.354175329208374 + ], + "logprob_reward": -0.10417529195547104, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10417529195547104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17737221717834473, + 0.15477168560028076, + 0.08812447637319565, + 0.14126402139663696, + 0.22711190581321716, + 0.07936704903841019, + 0.03189032897353172, + 0.025146234780550003, + 0.031068067997694016, + 0.04388400912284851 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.10417529195547104 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497968569397926 + ], + "opposite_logprob_tokens": [ + -2.9299798011779785 + ], + "logprob_reward": -0.05497968569397926, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497968569397926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19649291038513184, + 0.1399817019701004, + 0.14674249291419983, + 0.06538626551628113, + 0.12989601492881775, + 0.08303747326135635, + 0.046609506011009216, + 0.02791719138622284, + 0.02855144627392292, + 0.13538505136966705 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.05497968569397926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643358945846558 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643358945846558, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643358945846558, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18763865530490875, + 0.41108396649360657, + 0.07492425292730331, + 0.0373988151550293, + 0.12372042238712311, + 0.07879512012004852, + 0.02653168886899948, + 0.011831682175397873, + 0.025898830965161324, + 0.02217664010822773 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.008643358945846558 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000792026519775 + ], + "opposite_logprob_tokens": [ + -2.695007801055908 + ], + "logprob_reward": -0.07000792026519775, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000792026519775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12144888192415237, + 0.4188784062862396, + 0.1433851420879364, + 0.03019447810947895, + 0.04350443556904793, + 0.0993298590183258, + 0.05989806354045868, + 0.019739577546715736, + 0.02610926143825054, + 0.03751189261674881 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.07000792026519775 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a modified Toyota Celica GT-Four race car?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the car bright white with red and green racing stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the car balanced on a narrow bridge made of colorful plastic building blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene shot from a static low-angle perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a countryside with rolling green hills, farmhouses, and a blue sky with white clouds?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011793570592999458 + ], + "opposite_logprob_tokens": [ + -6.751179218292236 + ], + "logprob_reward": -0.0011793570592999458, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011793570592999458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.173239067196846, + 0.2960371971130371, + 0.11437251418828964, + 0.11709822714328766, + 0.054002005606889725, + 0.05892197787761688, + 0.03128813952207565, + 0.05767427384853363, + 0.04196926951408386, + 0.055397290736436844 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0011793570592999458 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_3/index_tensor([6427, 6427])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_3/index_tensor([6427, 6427])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e7959f353c326465abc14e02bd1b4f8301b3e72e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_3/index_tensor([6427, 6427])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.", + "seed": 24446, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_3/index_6427_seed_24446_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03156821876764297, + "vlm_logprob": -0.03156821876764297, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03156821876764297, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025789178907871246 + ], + "opposite_logprob_tokens": [ + -4.025789260864258 + ], + "logprob_reward": -0.025789178907871246, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.025789178907871246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12190265208482742, + 0.025736726820468903, + 0.0363880954682827, + 0.021923204883933067, + 0.028289154171943665, + 0.01841188594698906, + 0.2794281244277954, + 0.21298949420452118, + 0.1936272531747818, + 0.06130339950323105 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.025789178907871246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012570669874548912 + ], + "opposite_logprob_tokens": [ + -4.387570858001709 + ], + "logprob_reward": -0.012570669874548912, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012570669874548912, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1650712788105011, + 0.04884874448180199, + 0.04938333481550217, + 0.04873357713222504, + 0.048420220613479614, + 0.13167473673820496, + 0.10950882732868195, + 0.2909882664680481, + 0.028278036043047905, + 0.07909303903579712 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.012570669874548912 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381714291870594 + ], + "opposite_logprob_tokens": [ + -3.2881715297698975 + ], + "logprob_reward": -0.0381714291870594, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381714291870594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21402934193611145, + 0.04016999900341034, + 0.10223547369241714, + 0.048909179866313934, + 0.05940929800271988, + 0.03480084240436554, + 0.12002072483301163, + 0.173393115401268, + 0.07962353527545929, + 0.12740851938724518 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.0381714291870594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352697983384132 + ], + "opposite_logprob_tokens": [ + -3.651352643966675 + ], + "logprob_reward": -0.026352697983384132, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352697983384132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09492304176092148, + 0.055993326008319855, + 0.10740678757429123, + 0.031154660508036613, + 0.03519868105649948, + 0.0390823669731617, + 0.235794335603714, + 0.15877318382263184, + 0.10548122972249985, + 0.13619235157966614 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.026352697983384132 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495711788535118 + ], + "opposite_logprob_tokens": [ + -2.929957151412964 + ], + "logprob_reward": -0.05495711788535118, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495711788535118, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12863892316818237, + 0.06724370270967484, + 0.03354216739535332, + 0.042263418436050415, + 0.040355075150728226, + 0.03396189585328102, + 0.06429482251405716, + 0.3979777991771698, + 0.1377905011177063, + 0.05393169820308685 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.05495711788535118 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.", + "seed": 24447, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_3/index_6427_seed_24447_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03405483141541481, + "vlm_logprob": -0.03405483141541481, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.03405483141541481, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03829236328601837 + ], + "opposite_logprob_tokens": [ + -3.413292407989502 + ], + "logprob_reward": -0.03829236328601837, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03829236328601837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16023141145706177, + 0.036807138472795486, + 0.06754430383443832, + 0.02391483634710312, + 0.5549336671829224, + 0.018806852400302887, + 0.04282612353563309, + 0.020559053868055344, + 0.017351113259792328, + 0.05702555552124977 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.03829236328601837 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026384279131889343 + ], + "opposite_logprob_tokens": [ + -3.6513843536376953 + ], + "logprob_reward": -0.026384279131889343, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026384279131889343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25031736493110657, + 0.2690029442310333, + 0.07516144216060638, + 0.06027473881840706, + 0.1557379513978958, + 0.051756903529167175, + 0.06732335686683655, + 0.01689663715660572, + 0.017378976568579674, + 0.03614965081214905 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.026384279131889343 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033779583871364594 + ], + "opposite_logprob_tokens": [ + -3.4087796211242676 + ], + "logprob_reward": -0.033779583871364594, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033779583871364594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09134922176599503, + 0.2746284604072571, + 0.030914774164557457, + 0.03331983834505081, + 0.40278786420822144, + 0.0435805469751358, + 0.03140458092093468, + 0.0406312569975853, + 0.030235107988119125, + 0.021148402243852615 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.033779583871364594 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038111645728349686 + ], + "opposite_logprob_tokens": [ + -3.288111686706543 + ], + "logprob_reward": -0.038111645728349686, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038111645728349686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06898991018533707, + 0.22622312605381012, + 0.08639394491910934, + 0.04454253613948822, + 0.33040130138397217, + 0.026195591315627098, + 0.07351425290107727, + 0.03528548777103424, + 0.028196144849061966, + 0.08025769889354706 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.038111645728349686 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370628505945206 + ], + "opposite_logprob_tokens": [ + -3.4087061882019043 + ], + "logprob_reward": -0.03370628505945206, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370628505945206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20252402126789093, + 0.12192617356777191, + 0.23615819215774536, + 0.046899955719709396, + 0.08311441540718079, + 0.036704570055007935, + 0.05004456266760826, + 0.060923393815755844, + 0.08408947288990021, + 0.07761518657207489 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.03370628505945206 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.", + "seed": 24448, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_3/index_6427_seed_24448_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01627158494666219, + "vlm_logprob": -0.01627158494666219, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.01627158494666219, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016521664336323738 + ], + "opposite_logprob_tokens": [ + -4.641521453857422 + ], + "logprob_reward": -0.016521664336323738, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.016521664336323738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18659010529518127, + 0.032887257635593414, + 0.08067488670349121, + 0.08854258805513382, + 0.05972367897629738, + 0.06515491008758545, + 0.04915161803364754, + 0.13158968091011047, + 0.1764022260904312, + 0.12928304076194763 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.016521664336323738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020611269399523735 + ], + "opposite_logprob_tokens": [ + -3.89561128616333 + ], + "logprob_reward": -0.020611269399523735, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020611269399523735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1472187638282776, + 0.23437397181987762, + 0.18674162030220032, + 0.0795753076672554, + 0.027148013934493065, + 0.03402399271726608, + 0.10519023984670639, + 0.028947951272130013, + 0.08326448500156403, + 0.07351569086313248 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.020611269399523735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02640482969582081 + ], + "opposite_logprob_tokens": [ + -3.651404857635498 + ], + "logprob_reward": -0.02640482969582081, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02640482969582081, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07198832184076309, + 0.08299204707145691, + 0.12142136693000793, + 0.10016760230064392, + 0.15407954156398773, + 0.057505302131175995, + 0.21602611243724823, + 0.055232856422662735, + 0.06920212507247925, + 0.07138470560312271 + ], + "top_frames": [ + 6, + 4, + 2 + ], + "selected_reward": -0.02640482969582081 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744122598320246 + ], + "opposite_logprob_tokens": [ + -5.006743907928467 + ], + "logprob_reward": -0.006744122598320246, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744122598320246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1359410583972931, + 0.027273671701550484, + 0.05764152854681015, + 0.2945789396762848, + 0.0662669911980629, + 0.04057428613305092, + 0.08503760397434235, + 0.13015508651733398, + 0.09339749813079834, + 0.06913334131240845 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.006744122598320246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107603870332241 + ], + "opposite_logprob_tokens": [ + -4.511075973510742 + ], + "logprob_reward": -0.01107603870332241, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107603870332241, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28049570322036743, + 0.052892643958330154, + 0.059896063059568405, + 0.11528932303190231, + 0.06418760120868683, + 0.09065249562263489, + 0.04440965875983238, + 0.10634755343198776, + 0.10947505384683609, + 0.07635392993688583 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.01107603870332241 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, overhead close-up shot zooms in on a bowl of hot soup in a pristine celadon porcelain bowl. Four or five plump, snow-white glutinous rice balls (tangyuan) float leisurely in the crystal-clear broth, gently swaying from the heat. Perfectly cooked, they appear exceptionally plump, their smooth, delicate glutinous rice skins reflecting a warm sheen from the liquid. Driven by the gentle convection currents of the hot broth, the dumplings slowly and deliberately rotate and shift, occasionally one gently, almost cautiously touching another before slowly separating due to the buoyancy of the liquid. The entire process is imbued with a languid, dynamic beauty. A warm, soft sidelight penetrates the wisps of white steam rising from the broth, creating a subtle beam of light that perfectly illuminates the curved surfaces of the dumplings and the few golden osmanthus petals dotting the broth. The whole picture is dominated by the white color of the food and the clarity of the soup. Under the rendering of warm light, it creates a peaceful, healing and appetizing comfortable atmosphere.", + "seed": 24449, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_3/index_6427_seed_24449_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02217560149729252, + "vlm_logprob": -0.02217560149729252, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.02217560149729252, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012885050848126411 + ], + "opposite_logprob_tokens": [ + -4.887885093688965 + ], + "logprob_reward": -0.012885050848126411, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.012885050848126411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04632306843996048, + 0.048565804958343506, + 0.10612505674362183, + 0.16581250727176666, + 0.028998617082834244, + 0.02608722448348999, + 0.036701906472444534, + 0.05965457856655121, + 0.4059293568134308, + 0.07580187916755676 + ], + "top_frames": [ + 8, + 3, + 2 + ], + "selected_reward": -0.012885050848126411 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332860231399536 + ], + "opposite_logprob_tokens": [ + -3.7733285427093506 + ], + "logprob_reward": -0.02332860231399536, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332860231399536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.273491770029068, + 0.11277686059474945, + 0.04055585339665413, + 0.30300837755203247, + 0.06106541305780411, + 0.06293407082557678, + 0.032418180257081985, + 0.01848972961306572, + 0.05652754008769989, + 0.03873220831155777 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.02332860231399536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03378188982605934 + ], + "opposite_logprob_tokens": [ + -3.4087820053100586 + ], + "logprob_reward": -0.03378188982605934, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03378188982605934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270926296710968, + 0.14102473855018616, + 0.107815682888031, + 0.1951742172241211, + 0.09119294583797455, + 0.10981621593236923, + 0.05362067371606827, + 0.030446959659457207, + 0.10541489720344543, + 0.03840102255344391 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.03378188982605934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082522571086884 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082522571086884, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082522571086884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.055314213037490845, + 0.060364674776792526, + 0.06772454082965851, + 0.0450536273419857, + 0.12876413762569427, + 0.11470801383256912, + 0.0764998123049736, + 0.042268190532922745, + 0.21576645970344543, + 0.19353637099266052 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.011082522571086884 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an overhead close-up that zooms in on a bowl of soup?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the soup served in a celadon porcelain bowl?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are four or five snow-white glutinous rice balls (tangyuan) visible floating in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the rice balls rotate and shift slowly due to convection currents in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is there a warm sidelight illuminating white steam and golden osmanthus petals in the broth?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799941927194595 + ], + "opposite_logprob_tokens": [ + -3.5297999382019043 + ], + "logprob_reward": -0.029799941927194595, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799941927194595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1651272475719452, + 0.15735435485839844, + 0.04246370121836662, + 0.13745632767677307, + 0.07557252049446106, + 0.04582379385828972, + 0.08275333791971207, + 0.17300884425640106, + 0.08051232993602753, + 0.03992757573723793 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.029799941927194595 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_4/index_tensor([4373, 4373])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_4/index_tensor([4373, 4373])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9ce39d20460c34621be0a0d065a5c25ed8040312 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_4/index_tensor([4373, 4373])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.", + "seed": 27180, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_4/index_4373_seed_27180_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016853228956460953, + "vlm_logprob": -0.016853228956460953, + "vlm_yes_no_margin": 4.5, + "vlm_token_credit": -0.016853228956460953, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018555158749222755 + ], + "opposite_logprob_tokens": [ + -4.143555164337158 + ], + "logprob_reward": -0.018555158749222755, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018555158749222755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09833122789859772, + 0.10339292883872986, + 0.10521674156188965, + 0.09507295489311218, + 0.08368314802646637, + 0.0934496521949768, + 0.0780102089047432, + 0.15599548816680908, + 0.15664170682430267, + 0.030205996707081795 + ], + "top_frames": [ + 8, + 7, + 2 + ], + "selected_reward": -0.018555158749222755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014205877669155598 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.014205877669155598, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014205877669155598, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40212270617485046, + 0.0734400823712349, + 0.14024093747138977, + 0.09254363924264908, + 0.06803906708955765, + 0.03251774236559868, + 0.061062801629304886, + 0.041798561811447144, + 0.0529443621635437, + 0.03529011085629463 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.014205877669155598 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005252134520560503 + ], + "opposite_logprob_tokens": [ + -5.255252361297607 + ], + "logprob_reward": -0.005252134520560503, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005252134520560503, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10942042618989944, + 0.07350189983844757, + 0.2596246600151062, + 0.11403307318687439, + 0.12957978248596191, + 0.07171797007322311, + 0.042284831404685974, + 0.068059042096138, + 0.054671771824359894, + 0.07710658758878708 + ], + "top_frames": [ + 2, + 4, + 3 + ], + "selected_reward": -0.005252134520560503 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306694120168686 + ], + "opposite_logprob_tokens": [ + -3.16806697845459 + ], + "logprob_reward": -0.04306694120168686, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306694120168686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17870557308197021, + 0.09303782135248184, + 0.05291738361120224, + 0.04027602821588516, + 0.12736748158931732, + 0.20594148337841034, + 0.1136743351817131, + 0.041120339184999466, + 0.06179855391383171, + 0.08516095578670502 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.04306694120168686 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031860326416790485 + ], + "opposite_logprob_tokens": [ + -5.753186225891113 + ], + "logprob_reward": -0.0031860326416790485, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031860326416790485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3510734438896179, + 0.08339782059192657, + 0.06253664940595627, + 0.02378186397254467, + 0.18760673701763153, + 0.0712609738111496, + 0.03574972227215767, + 0.06895989924669266, + 0.0370660237967968, + 0.07856688648462296 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.0031860326416790485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.", + "seed": 27181, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_4/index_4373_seed_27181_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02625711476430297, + "vlm_logprob": -0.02625711476430297, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.02625711476430297, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036881670355796814 + ], + "opposite_logprob_tokens": [ + -3.411881685256958 + ], + "logprob_reward": -0.036881670355796814, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.036881670355796814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3179289400577545, + 0.0711517408490181, + 0.08260352909564972, + 0.07309281826019287, + 0.09332383424043655, + 0.048637036234140396, + 0.165312722325325, + 0.07674241065979004, + 0.04211142286658287, + 0.029095517471432686 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.036881670355796814 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020599007606506348 + ], + "opposite_logprob_tokens": [ + -3.895598888397217 + ], + "logprob_reward": -0.020599007606506348, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020599007606506348, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3058396577835083, + 0.07050857692956924, + 0.09380343556404114, + 0.10938911139965057, + 0.04892999306321144, + 0.02679506689310074, + 0.02150769904255867, + 0.04406626895070076, + 0.05633325129747391, + 0.22282692790031433 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.020599007606506348 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640643019229174 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640643019229174, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640643019229174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23929451406002045, + 0.09859474003314972, + 0.12289418280124664, + 0.07301867008209229, + 0.16031837463378906, + 0.05009419843554497, + 0.03206264227628708, + 0.047808919101953506, + 0.11746570467948914, + 0.05844801664352417 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.004640643019229174 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497494712471962 + ], + "opposite_logprob_tokens": [ + -2.9299750328063965 + ], + "logprob_reward": -0.05497494712471962, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497494712471962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20206990838050842, + 0.16390472650527954, + 0.044881671667099, + 0.07112519443035126, + 0.11701368540525436, + 0.04250490292906761, + 0.04185492545366287, + 0.09728480130434036, + 0.18729504942893982, + 0.03206523507833481 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.05497494712471962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01418930571526289 + ], + "opposite_logprob_tokens": [ + -4.26418924331665 + ], + "logprob_reward": -0.01418930571526289, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01418930571526289, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3935445547103882, + 0.07780749350786209, + 0.20638778805732727, + 0.06765102595090866, + 0.05461698770523071, + 0.04246226325631142, + 0.07383643835783005, + 0.027038229629397392, + 0.018116051331162453, + 0.038539186120033264 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.01418930571526289 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.", + "seed": 27182, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_4/index_4373_seed_27182_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.04910268224775791, + "vlm_logprob": -0.04910268224775791, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.04910268224775791, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09251724183559418 + ], + "opposite_logprob_tokens": [ + -2.467517137527466 + ], + "logprob_reward": -0.09251724183559418, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09251724183559418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4681714177131653, + 0.06365244835615158, + 0.04663844406604767, + 0.06221449375152588, + 0.04997899383306503, + 0.027415690943598747, + 0.024732135236263275, + 0.04643995687365532, + 0.14547397196292877, + 0.06528240442276001 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.09251724183559418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062086042016744614 + ], + "opposite_logprob_tokens": [ + -2.8120861053466797 + ], + "logprob_reward": -0.062086042016744614, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062086042016744614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23720790445804596, + 0.08441918343305588, + 0.06674617528915405, + 0.0605011023581028, + 0.12604352831840515, + 0.04818426072597504, + 0.02432585507631302, + 0.2466704100370407, + 0.041609492152929306, + 0.06429210305213928 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.062086042016744614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011081461794674397 + ], + "opposite_logprob_tokens": [ + -4.511081695556641 + ], + "logprob_reward": -0.011081461794674397, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011081461794674397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2163049429655075, + 0.1010698527097702, + 0.058502208441495895, + 0.05374662205576897, + 0.04754156246781349, + 0.026267023757100105, + 0.037143174558877945, + 0.09692376852035522, + 0.18901167809963226, + 0.17348909378051758 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.011081461794674397 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005316019058228 + ], + "opposite_logprob_tokens": [ + -2.6950531005859375 + ], + "logprob_reward": -0.07005316019058228, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005316019058228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05464090034365654, + 0.023346034809947014, + 0.022703777998685837, + 0.014580962248146534, + 0.06749414652585983, + 0.01615220494568348, + 0.015486033633351326, + 0.16023701429367065, + 0.5821366906166077, + 0.04322224110364914 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.07005316019058228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775505401194096 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.009775505401194096, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775505401194096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19418558478355408, + 0.036230918020009995, + 0.053350914269685745, + 0.39908432960510254, + 0.0879773423075676, + 0.014720713719725609, + 0.028685394674539566, + 0.11748622357845306, + 0.0367337241768837, + 0.03154485672712326 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.009775505401194096 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium close-up captures a woman, her long, auburn hair pulled back into a loose, practical braid draped over one shoulder. She wears a dark green waxed canvas jacket and a thick, weathered brown leather falconry glove on her left forearm. A magnificent falcon perches securely on the glove, its gray-brown back and barred white underbelly delicately rendered, its sharp, hooked beak and piercing black eyes perfectly still. A soft-focus, windswept, grassy marshland frames the background, creating a cool, earthy palette beneath a dramatic, cloudy sky. With a serene, focused expression, the woman slowly and deliberately raises her bare right hand. Gently, she delicately strokes the feathers on the falcon's head with the back of her index finger. The bird, displaying complete trust, remains calm, holding its head steady to receive the gentle touch, creating a powerful, quiet, and intimate atmosphere of mutual respect between human and wildlife.", + "seed": 27183, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_4/index_4373_seed_27183_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026533973030745985, + "vlm_logprob": -0.026533973030745985, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.026533973030745985, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029944684356451035 + ], + "opposite_logprob_tokens": [ + -3.654944658279419 + ], + "logprob_reward": -0.029944684356451035, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.029944684356451035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13397075235843658, + 0.1291790008544922, + 0.0663905143737793, + 0.04877111688256264, + 0.12588635087013245, + 0.06792952865362167, + 0.21022139489650726, + 0.11540519446134567, + 0.061098549515008926, + 0.04114757105708122 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.029944684356451035 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038109924644231796 + ], + "opposite_logprob_tokens": [ + -3.2881100177764893 + ], + "logprob_reward": -0.038109924644231796, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038109924644231796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24536414444446564, + 0.06138261407613754, + 0.12292084842920303, + 0.0657508447766304, + 0.12624762952327728, + 0.08147503435611725, + 0.09810582548379898, + 0.07650890201330185, + 0.0451076440513134, + 0.07713644951581955 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.038109924644231796 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628831081092358 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628831081092358, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628831081092358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14843124151229858, + 0.17146433889865875, + 0.0810544341802597, + 0.1745709776878357, + 0.10113627463579178, + 0.02699066326022148, + 0.12898895144462585, + 0.09009945392608643, + 0.04371889308094978, + 0.03354477137327194 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.007628831081092358 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370743617415428 + ], + "opposite_logprob_tokens": [ + -3.4087073802948 + ], + "logprob_reward": -0.03370743617415428, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370743617415428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1465294063091278, + 0.12038598209619522, + 0.06654901057481766, + 0.18110409379005432, + 0.05523140728473663, + 0.07287438958883286, + 0.106974296271801, + 0.04284479469060898, + 0.14330601692199707, + 0.06420058757066727 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.03370743617415428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium close-up of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the woman have long auburn hair in a loose braid draped over her shoulder?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a falcon perched on a thick, weathered brown leather glove on the woman's left forearm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slowly raise her bare right hand to stroke the falcon's head with her index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus grassy marshland under a cloudy sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023278988897800446 + ], + "opposite_logprob_tokens": [ + -3.7732789516448975 + ], + "logprob_reward": -0.023278988897800446, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023278988897800446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1807861626148224, + 0.06366057693958282, + 0.066421739757061, + 0.025336194783449173, + 0.04852684959769249, + 0.2714504301548004, + 0.20009949803352356, + 0.08594303578138351, + 0.027058957144618034, + 0.030716553330421448 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.023278988897800446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_5/index_tensor([7658, 7658])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_5/index_tensor([7658, 7658])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..097c3d0562d20548a248389de8cc8948afdcbf1c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_5/index_tensor([7658, 7658])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.", + "seed": 11942, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_5/index_7658_seed_11942_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6998291056603193, + "vlm_logprob": -0.6998291056603193, + "vlm_yes_no_margin": 1.525, + "vlm_token_credit": -0.6998291056603193, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.168339729309082 + ], + "opposite_logprob_tokens": [ + -0.043339803814888 + ], + "logprob_reward": -3.168339729309082, + "yes_no_margin_reward": -3.125, + "token_credit_reward": -3.168339729309082, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.11244285851716995, + 0.08095447719097137, + 0.0644296184182167, + 0.05746929347515106, + 0.14464689791202545, + 0.20427662134170532, + 0.11533845216035843, + 0.03313197195529938, + 0.14569701254367828, + 0.04161275550723076 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -3.168339729309082 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026543909683823586 + ], + "opposite_logprob_tokens": [ + -3.6515438556671143 + ], + "logprob_reward": -0.026543909683823586, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026543909683823586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11330780386924744, + 0.1097312867641449, + 0.059122394770383835, + 0.055810216814279556, + 0.12595564126968384, + 0.18082895874977112, + 0.11145235598087311, + 0.023775113746523857, + 0.13985224068164825, + 0.08016403019428253 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.026543909683823586 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211965158581734 + ], + "opposite_logprob_tokens": [ + -2.812119722366333 + ], + "logprob_reward": -0.06211965158581734, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211965158581734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09810401499271393, + 0.05582043156027794, + 0.176250159740448, + 0.044781170785427094, + 0.11856736242771149, + 0.19997330009937286, + 0.10040854662656784, + 0.028404878452420235, + 0.13569408655166626, + 0.04199600592255592 + ], + "top_frames": [ + 5, + 2, + 8 + ], + "selected_reward": -0.06211965158581734 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18002617359161377 + ], + "opposite_logprob_tokens": [ + -1.8050261735916138 + ], + "logprob_reward": -0.18002617359161377, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18002617359161377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06193544715642929, + 0.16913151741027832, + 0.09394734352827072, + 0.07119762152433395, + 0.081682488322258, + 0.186259463429451, + 0.10117553919553757, + 0.030544983223080635, + 0.14382654428482056, + 0.060299020260572433 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.18002617359161377 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06211606413125992 + ], + "opposite_logprob_tokens": [ + -2.8121161460876465 + ], + "logprob_reward": -0.06211606413125992, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06211606413125992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10776177793741226, + 0.09688697755336761, + 0.06048661097884178, + 0.07861662656068802, + 0.11505359411239624, + 0.22921445965766907, + 0.06932978332042694, + 0.029944073408842087, + 0.14563317596912384, + 0.06707295030355453 + ], + "top_frames": [ + 5, + 8, + 4 + ], + "selected_reward": -0.06211606413125992 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.", + "seed": 11943, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_5/index_7658_seed_11943_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3333472043275833, + "vlm_logprob": -0.3333472043275833, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.3333472043275833, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43078455328941345 + ], + "opposite_logprob_tokens": [ + -1.0557845830917358 + ], + "logprob_reward": -0.43078455328941345, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43078455328941345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5450652241706848, + 0.08453301340341568, + 0.041292704641819, + 0.0316765196621418, + 0.018322795629501343, + 0.05482932925224304, + 0.07652856409549713, + 0.034289274364709854, + 0.09042351692914963, + 0.023039070889353752 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.43078455328941345 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02062142826616764 + ], + "opposite_logprob_tokens": [ + -3.8956215381622314 + ], + "logprob_reward": -0.02062142826616764, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02062142826616764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2456807643175125, + 0.07264208793640137, + 0.08404732495546341, + 0.23124556243419647, + 0.03964080661535263, + 0.055825572460889816, + 0.09253180772066116, + 0.0460883229970932, + 0.07029305398464203, + 0.062004730105400085 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.02062142826616764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023297159001231194 + ], + "opposite_logprob_tokens": [ + -3.773297071456909 + ], + "logprob_reward": -0.023297159001231194, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023297159001231194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15369613468647003, + 0.08106551319360733, + 0.07580050081014633, + 0.03422117978334427, + 0.08978277444839478, + 0.0635928139090538, + 0.1370299905538559, + 0.17096461355686188, + 0.15949766337871552, + 0.03434889391064644 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.023297159001231194 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137041687965393 + ], + "opposite_logprob_tokens": [ + -0.38704168796539307 + ], + "logprob_reward": -1.137041687965393, + "yes_no_margin_reward": -0.75, + "token_credit_reward": -1.137041687965393, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18284226953983307, + 0.11101230978965759, + 0.056406278163194656, + 0.04312395304441452, + 0.11803217977285385, + 0.12422092258930206, + 0.10319432616233826, + 0.0669298768043518, + 0.1545950472354889, + 0.03964276239275932 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -1.137041687965393 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499119311571121 + ], + "opposite_logprob_tokens": [ + -2.9299912452697754 + ], + "logprob_reward": -0.05499119311571121, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499119311571121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1310836374759674, + 0.06663408875465393, + 0.05747057497501373, + 0.05188442021608353, + 0.06356556713581085, + 0.07223786413669586, + 0.2582925260066986, + 0.06925855576992035, + 0.10975684225559235, + 0.11981595307588577 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.05499119311571121 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.", + "seed": 11944, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_5/index_7658_seed_11944_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.4051331073045731, + "vlm_logprob": -0.4051331073045731, + "vlm_yes_no_margin": 1.975, + "vlm_token_credit": -0.4051331073045731, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4076566696166992 + ], + "opposite_logprob_tokens": [ + -0.282656729221344 + ], + "logprob_reward": -1.4076566696166992, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4076566696166992, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.348623663187027, + 0.06919094920158386, + 0.2117493450641632, + 0.11552859097719193, + 0.02410108596086502, + 0.053766537457704544, + 0.030262241140007973, + 0.06917157769203186, + 0.029784759506583214, + 0.04782124236226082 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -1.4076566696166992 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01612936705350876 + ], + "opposite_logprob_tokens": [ + -4.141129493713379 + ], + "logprob_reward": -0.01612936705350876, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01612936705350876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19807590544223785, + 0.103140689432621, + 0.07340840995311737, + 0.10790662467479706, + 0.0605759397149086, + 0.0888684019446373, + 0.08677801489830017, + 0.047515444457530975, + 0.14337751269340515, + 0.0903531163930893 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.01612936705350876 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981209009885788 + ], + "opposite_logprob_tokens": [ + -3.5298120975494385 + ], + "logprob_reward": -0.02981209009885788, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981209009885788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3421308398246765, + 0.05685614049434662, + 0.09362205117940903, + 0.06171940267086029, + 0.14007115364074707, + 0.05933466553688049, + 0.06513118743896484, + 0.08797803521156311, + 0.023101352155208588, + 0.07005511969327927 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.02981209009885788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233728885650635 + ], + "opposite_logprob_tokens": [ + -0.8983728885650635 + ], + "logprob_reward": -0.5233728885650635, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233728885650635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16169951856136322, + 0.10489058494567871, + 0.1366197019815445, + 0.10434907674789429, + 0.07235440611839294, + 0.11658146977424622, + 0.03782052919268608, + 0.07328895479440689, + 0.06907470524311066, + 0.12332102656364441 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.5233728885650635 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869452118873596 + ], + "opposite_logprob_tokens": [ + -3.048694610595703 + ], + "logprob_reward": -0.04869452118873596, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869452118873596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1738254576921463, + 0.10529493540525436, + 0.13405388593673706, + 0.07393132150173187, + 0.11567892879247665, + 0.032400619238615036, + 0.11523336917161942, + 0.09628971666097641, + 0.04220765456557274, + 0.11108416318893433 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.04869452118873596 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree camera captures a moment of profound emotional tension in slow motion. On an empty city street, drenched by a midnight drizzle and reflecting the distant neon lights, a young man in a rich, sharply tailored dark gray cashmere jacket lifts a woman in a pristine white hooded sweatshirt from the ground. As he exerts force, the camera follows his movements, capturing a close-up of the moment when two contrasting fabrics meet: the soft fibers of the dark gray cashmere jacket rub against the cotton of the white sweatshirt, sending forth a burst of tiny, bright blue static sparks that crackle in the damp, cold air before disappearing in a flash. Almost instantly, the man's right forearm muscles tense to support the woman, their firm muscles and slightly raised veins clearly visible, projecting a sense of secure strength. As the boy spun steadily with her as the center, the girl's body lifted lightly off the ground. A small diamond earring on her earlobe captured and reflected the colorful city lights around her under the centrifugal force of the rotation, drawing a short and dazzling meteor trail against the deep night background. The whole picture was full of romantic and unreal poetic beauty, the atmosphere was quiet and full of inner passion.", + "seed": 11945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_5/index_7658_seed_11945_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.392734444513917, + "vlm_logprob": -0.392734444513917, + "vlm_yes_no_margin": 2.0, + "vlm_token_credit": -0.392734444513917, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9760157465934753 + ], + "opposite_logprob_tokens": [ + -0.47601574659347534 + ], + "logprob_reward": -0.9760157465934753, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9760157465934753, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10064873099327087, + 0.10599569976329803, + 0.06971006095409393, + 0.02297208271920681, + 0.12667928636074066, + 0.02755611576139927, + 0.41706398129463196, + 0.06761815398931503, + 0.028126833960413933, + 0.03362906724214554 + ], + "top_frames": [ + 6, + 4, + 1 + ], + "selected_reward": -0.9760157465934753 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014244543388485909 + ], + "opposite_logprob_tokens": [ + -4.264244556427002 + ], + "logprob_reward": -0.014244543388485909, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014244543388485909, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16657979786396027, + 0.07322800904512405, + 0.14756353199481964, + 0.06765660643577576, + 0.05721316486597061, + 0.12365909665822983, + 0.14927738904953003, + 0.0936005711555481, + 0.06304292380809784, + 0.05817886069417 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.014244543388485909 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359431445598602 + ], + "opposite_logprob_tokens": [ + -3.6513593196868896 + ], + "logprob_reward": -0.026359431445598602, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359431445598602, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1796509176492691, + 0.06248822435736656, + 0.04093893617391586, + 0.06422029435634613, + 0.09681859612464905, + 0.05836229771375656, + 0.10942049324512482, + 0.07798341661691666, + 0.09567726403474808, + 0.21443957090377808 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.026359431445598602 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.898348331451416 + ], + "opposite_logprob_tokens": [ + -0.523348331451416 + ], + "logprob_reward": -0.898348331451416, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.898348331451416, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1152520626783371, + 0.09387563914060593, + 0.11829660087823868, + 0.09418328106403351, + 0.19364167749881744, + 0.038862213492393494, + 0.12995867431163788, + 0.060703687369823456, + 0.11063501983880997, + 0.04459114000201225 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.898348331451416 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set on an empty city street at night with distant neon lights reflecting on wet ground?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a young man wearing a dark gray cashmere jacket lifting a woman wearing a white hooded sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are tiny bright blue static sparks visible between the man's jacket and the woman's sweatshirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera executing a 360-degree rotation around the couple while capturing close-ups of their interaction?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a small diamond earring on the woman's ear visible reflecting city lights and creating a meteor trail effect?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870416969060898 + ], + "opposite_logprob_tokens": [ + -3.048704147338867 + ], + "logprob_reward": -0.04870416969060898, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870416969060898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13451242446899414, + 0.07733716815710068, + 0.11034057289361954, + 0.05916106328368187, + 0.1079997718334198, + 0.062481388449668884, + 0.053369246423244476, + 0.05281932279467583, + 0.11028643697500229, + 0.23169268667697906 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.04870416969060898 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_6/index_tensor([1254, 1254])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_6/index_tensor([1254, 1254])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..eaf5ebfbcd523bb9ba153f3d413ca8aaa574f2e5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_6/index_tensor([1254, 1254])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.", + "seed": 32193, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_6/index_1254_seed_32193_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04998550489544869, + "vlm_logprob": -0.04998550489544869, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.04998550489544869, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009274494834244251 + ], + "opposite_logprob_tokens": [ + -4.759274482727051 + ], + "logprob_reward": -0.009274494834244251, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009274494834244251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09059692174196243, + 0.04382557049393654, + 0.037851378321647644, + 0.08749179542064667, + 0.06552533805370331, + 0.1254529356956482, + 0.06395698338747025, + 0.03548945114016533, + 0.022917184978723526, + 0.4268924593925476 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.009274494834244251 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990081012248993 + ], + "opposite_logprob_tokens": [ + -1.8049007654190063 + ], + "logprob_reward": -0.17990081012248993, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990081012248993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07074794173240662, + 0.0497705452144146, + 0.04998193308711052, + 0.03985406830906868, + 0.04316927492618561, + 0.18438728153705597, + 0.0744786262512207, + 0.06860475987195969, + 0.03281337767839432, + 0.3861921429634094 + ], + "top_frames": [ + 9, + 5, + 6 + ], + "selected_reward": -0.17990081012248993 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193889684975147 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014193889684975147, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193889684975147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0826048031449318, + 0.10439067333936691, + 0.050984837114810944, + 0.020201101899147034, + 0.1518399864435196, + 0.05521705374121666, + 0.16240356862545013, + 0.02703278139233589, + 0.05588005855679512, + 0.28944510221481323 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.014193889684975147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023285046219825745 + ], + "opposite_logprob_tokens": [ + -3.773285150527954 + ], + "logprob_reward": -0.023285046219825745, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023285046219825745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13044339418411255, + 0.058404482901096344, + 0.057047490030527115, + 0.03503629192709923, + 0.05159837007522583, + 0.06346309930086136, + 0.09254781156778336, + 0.02845901995897293, + 0.06851594895124435, + 0.41448405385017395 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.023285046219825745 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327328361570835 + ], + "opposite_logprob_tokens": [ + -3.773273229598999 + ], + "logprob_reward": -0.02327328361570835, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327328361570835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13710826635360718, + 0.11688829958438873, + 0.0336071141064167, + 0.030118931084871292, + 0.04868903011083603, + 0.1248602643609047, + 0.10531992465257645, + 0.05872820317745209, + 0.07822059839963913, + 0.26645925641059875 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.02327328361570835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.", + "seed": 32194, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_6/index_1254_seed_32194_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10245306808501482, + "vlm_logprob": -0.10245306808501482, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.10245306808501482, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011119659058749676 + ], + "opposite_logprob_tokens": [ + -4.636119842529297 + ], + "logprob_reward": -0.011119659058749676, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.011119659058749676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3412413001060486, + 0.10627508163452148, + 0.08636347949504852, + 0.052324067801237106, + 0.06346123665571213, + 0.10494059324264526, + 0.031132198870182037, + 0.016162006184458733, + 0.038021519780159, + 0.16007854044437408 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.011119659058749676 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.428940087556839 + ], + "opposite_logprob_tokens": [ + -1.0539400577545166 + ], + "logprob_reward": -0.428940087556839, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.428940087556839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16151393949985504, + 0.17099332809448242, + 0.10345539450645447, + 0.11042515188455582, + 0.031411588191986084, + 0.13635361194610596, + 0.03858700022101402, + 0.03702623024582863, + 0.06871556490659714, + 0.14151813089847565 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.428940087556839 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343757286667824 + ], + "opposite_logprob_tokens": [ + -3.651343822479248 + ], + "logprob_reward": -0.026343757286667824, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343757286667824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5797476768493652, + 0.07378873974084854, + 0.05492645874619484, + 0.02364882081747055, + 0.06723471730947495, + 0.018240541219711304, + 0.027416560798883438, + 0.037811316549777985, + 0.04304877296090126, + 0.0741363987326622 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.026343757286667824 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029801445081830025 + ], + "opposite_logprob_tokens": [ + -3.529801368713379 + ], + "logprob_reward": -0.029801445081830025, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029801445081830025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6031559109687805, + 0.050709981471300125, + 0.021853091195225716, + 0.02953771874308586, + 0.08355891704559326, + 0.03402918949723244, + 0.031216127797961235, + 0.015811847522854805, + 0.02140807919204235, + 0.1087191253900528 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.029801445081830025 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016060391440987587 + ], + "opposite_logprob_tokens": [ + -4.1410603523254395 + ], + "logprob_reward": -0.016060391440987587, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016060391440987587, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45139238238334656, + 0.08672980219125748, + 0.10191933810710907, + 0.02689698338508606, + 0.03742179274559021, + 0.049316469579935074, + 0.038600821048021317, + 0.024456536397337914, + 0.0492972731590271, + 0.13396865129470825 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.016060391440987587 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.", + "seed": 32195, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_6/index_1254_seed_32195_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06629468137398362, + "vlm_logprob": -0.06629468137398362, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.06629468137398362, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009127674624323845 + ], + "opposite_logprob_tokens": [ + -4.759127616882324 + ], + "logprob_reward": -0.009127674624323845, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009127674624323845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19890651106834412, + 0.12741227447986603, + 0.047037992626428604, + 0.12783318758010864, + 0.13381561636924744, + 0.041608989238739014, + 0.0748886987566948, + 0.1348128318786621, + 0.054759278893470764, + 0.05892462655901909 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.009127674624323845 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.281327486038208 + ], + "opposite_logprob_tokens": [ + -1.406327486038208 + ], + "logprob_reward": -0.281327486038208, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.281327486038208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11967959254980087, + 0.2099025994539261, + 0.045801691710948944, + 0.07003318518400192, + 0.31767013669013977, + 0.032662153244018555, + 0.026809969916939735, + 0.08886986970901489, + 0.04936430603265762, + 0.03920649364590645 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.281327486038208 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361218536272645 + ], + "opposite_logprob_tokens": [ + -5.628612041473389 + ], + "logprob_reward": -0.00361218536272645, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361218536272645, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21180295944213867, + 0.04316011816263199, + 0.13691921532154083, + 0.03374490514397621, + 0.1490846574306488, + 0.038952410221099854, + 0.18369057774543762, + 0.10151295363903046, + 0.03348065912723541, + 0.06765150278806686 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.00361218536272645 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339925825595856 + ], + "opposite_logprob_tokens": [ + -3.6513400077819824 + ], + "logprob_reward": -0.026339925825595856, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339925825595856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21946795284748077, + 0.08940736949443817, + 0.23615756630897522, + 0.07827447354793549, + 0.11283081769943237, + 0.05757952481508255, + 0.044101204723119736, + 0.03678484633564949, + 0.07164967805147171, + 0.0537465438246727 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.026339925825595856 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01106613501906395 + ], + "opposite_logprob_tokens": [ + -4.51106595993042 + ], + "logprob_reward": -0.01106613501906395, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01106613501906395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3385832607746124, + 0.05337182432413101, + 0.07427133619785309, + 0.04559222608804703, + 0.14365175366401672, + 0.04252083972096443, + 0.0555548332631588, + 0.038321126252412796, + 0.17187276482582092, + 0.036260075867176056 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.01106613501906395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "majestic aerial drone shot slowly and steadily follows an eagle as it glides leisurely through the air. The eagle's massive wings are fully extended, each dark brown feather gleaming metallically in the golden morning sunlight, its edges sharply defined by the light. Its piercing yellow eyes gaze intently at the landscape below, its curved beak a look of resolve and power. Beneath it, a vast expanse of mountains stretches, its ridgeline undulating like the back of a giant dragon. Deep green coniferous forests cover most of the slopes, punctuated by exposed gray rock cliffs. A light morning mist lingers in the valley, adding a touch of mystery to the magnificent landscape. The eagle barely flaps its wings, skillfully riding the rising thermals in the valley, adjusting its flight with only subtle tilts of its body and the gentle waving of its tail feathers. Its flight is smooth and effortless. The sunlight shines down at a low angle, not only outlining a circle of bright outline light on the eagle's back, but also casting long, soft blue shadows on the back of the mountains. The whole picture presents an atmosphere of grandeur, tranquility and primitive vitality, full of awe of the power and freedom of nature.", + "seed": 32196, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_6/index_1254_seed_32196_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07287353537976742, + "vlm_logprob": -0.07287353537976742, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.07287353537976742, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021080253645777702 + ], + "opposite_logprob_tokens": [ + -3.896080255508423 + ], + "logprob_reward": -0.021080253645777702, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021080253645777702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24529704451560974, + 0.04673517867922783, + 0.07757090777158737, + 0.07535532116889954, + 0.13368424773216248, + 0.12252005189657211, + 0.14115776121616364, + 0.04401872679591179, + 0.06962887942790985, + 0.04403188079595566 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.021080253645777702 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521163821220398 + ], + "opposite_logprob_tokens": [ + -1.5021164417266846 + ], + "logprob_reward": -0.2521163821220398, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521163821220398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0725506916642189, + 0.03228200227022171, + 0.04644768312573433, + 0.06589735299348831, + 0.0770222619175911, + 0.3438255190849304, + 0.2825002074241638, + 0.04698031768202782, + 0.02117576077580452, + 0.011318225413560867 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.2521163821220398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023283181712031364 + ], + "opposite_logprob_tokens": [ + -3.7732832431793213 + ], + "logprob_reward": -0.023283181712031364, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023283181712031364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1306605041027069, + 0.034893281757831573, + 0.09369228035211563, + 0.01697307825088501, + 0.5169605612754822, + 0.11785659939050674, + 0.021818531677126884, + 0.03354625403881073, + 0.014538832008838654, + 0.019060097634792328 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.023283181712031364 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038098447024822235 + ], + "opposite_logprob_tokens": [ + -3.2880983352661133 + ], + "logprob_reward": -0.038098447024822235, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038098447024822235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21535472571849823, + 0.07035912573337555, + 0.07583875209093094, + 0.06753131747245789, + 0.2752569615840912, + 0.10164594650268555, + 0.038417331874370575, + 0.054076988250017166, + 0.03776983544230461, + 0.0637490302324295 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.038098447024822235 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an eagle with fully extended dark brown wings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the eagle's flight smooth and effortless with barely any wing flapping?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background a vast mountain landscape with deep green coniferous forests and gray rock cliffs?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a light morning mist lingering in the valley below the eagle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature low-angle sunlight casting long soft blue shadows on the mountains?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029789412394165993 + ], + "opposite_logprob_tokens": [ + -3.529789447784424 + ], + "logprob_reward": -0.029789412394165993, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029789412394165993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21954765915870667, + 0.07580183446407318, + 0.03155738487839699, + 0.0589376837015152, + 0.31339162588119507, + 0.14400628209114075, + 0.03889022395014763, + 0.03527927026152611, + 0.03369128704071045, + 0.04889676719903946 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.029789412394165993 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_7/index_tensor([8885, 8885])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_7/index_tensor([8885, 8885])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2763924010180c8378da4ab0807f0b04fb76c354 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_7/index_tensor([8885, 8885])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.", + "seed": 16239, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_7/index_8885_seed_16239_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.33791479729115964, + "vlm_logprob": -0.33791479729115964, + "vlm_yes_no_margin": 2.9, + "vlm_token_credit": -0.33791479729115964, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017767436802387238 + ], + "opposite_logprob_tokens": [ + -4.392767429351807 + ], + "logprob_reward": -0.017767436802387238, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.017767436802387238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22470566630363464, + 0.36213061213493347, + 0.036779407411813736, + 0.0524190329015255, + 0.02947596274316311, + 0.11014991998672485, + 0.07254714518785477, + 0.032158974558115005, + 0.024169476702809334, + 0.05546381324529648 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.017767436802387238 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005802154541016 + ], + "opposite_logprob_tokens": [ + -0.22558027505874634 + ], + "logprob_reward": -1.6005802154541016, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005802154541016, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3300684690475464, + 0.2090253233909607, + 0.08773929625749588, + 0.03434227034449577, + 0.02278512716293335, + 0.117116279900074, + 0.1254211813211441, + 0.028860745951533318, + 0.014010989107191563, + 0.03063022531569004 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -1.6005802154541016 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020593635737895966 + ], + "opposite_logprob_tokens": [ + -3.8955936431884766 + ], + "logprob_reward": -0.020593635737895966, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020593635737895966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32045361399650574, + 0.16642364859580994, + 0.07641364634037018, + 0.05265653133392334, + 0.029691876843571663, + 0.14119963347911835, + 0.13266482949256897, + 0.025083836168050766, + 0.014746556989848614, + 0.040665749460458755 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.020593635737895966 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546183541417122 + ], + "opposite_logprob_tokens": [ + -4.387546062469482 + ], + "logprob_reward": -0.012546183541417122, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546183541417122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25110313296318054, + 0.11553919315338135, + 0.046694595366716385, + 0.07469639927148819, + 0.029554814100265503, + 0.1694450080394745, + 0.09278576821088791, + 0.07086779177188873, + 0.08830463886260986, + 0.06100858002901077 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.012546183541417122 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808651491999626 + ], + "opposite_logprob_tokens": [ + -3.288086414337158 + ], + "logprob_reward": -0.03808651491999626, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808651491999626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26113590598106384, + 0.20722265541553497, + 0.04807666689157486, + 0.1241140365600586, + 0.06628537178039551, + 0.06202349439263344, + 0.07260499149560928, + 0.07724903523921967, + 0.034140828996896744, + 0.047147009521722794 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.03808651491999626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.", + "seed": 16240, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_7/index_8885_seed_16240_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08958750944584608, + "vlm_logprob": -0.08958750944584608, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.08958750944584608, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011976830661296844 + ], + "opposite_logprob_tokens": [ + -5.261976718902588 + ], + "logprob_reward": -0.011976830661296844, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.011976830661296844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31628528237342834, + 0.04221779853105545, + 0.16848325729370117, + 0.04864852502942085, + 0.027369653806090355, + 0.10665282607078552, + 0.035730715841054916, + 0.05790340527892113, + 0.05077747255563736, + 0.14593105018138885 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.011976830661296844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38705965876579285 + ], + "opposite_logprob_tokens": [ + -1.1370596885681152 + ], + "logprob_reward": -0.38705965876579285, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38705965876579285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16506268084049225, + 0.11919882148504257, + 0.15571564435958862, + 0.2498384416103363, + 0.052645307034254074, + 0.04861569032073021, + 0.030728090554475784, + 0.046427931636571884, + 0.06817939132452011, + 0.06358808279037476 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.38705965876579285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004092770162969828 + ], + "opposite_logprob_tokens": [ + -5.504092693328857 + ], + "logprob_reward": -0.004092770162969828, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004092770162969828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15768899023532867, + 0.05172049626708031, + 0.0874185785651207, + 0.09391028434038162, + 0.04714129492640495, + 0.31504011154174805, + 0.023975156247615814, + 0.04817432165145874, + 0.08863766491413116, + 0.08629310131072998 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.004092770162969828 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067339395172894 + ], + "opposite_logprob_tokens": [ + -5.0067338943481445 + ], + "logprob_reward": -0.0067339395172894, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067339395172894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1752999871969223, + 0.07752293348312378, + 0.044299088418483734, + 0.17684787511825562, + 0.03670020028948784, + 0.2859516143798828, + 0.012813207693397999, + 0.06411249935626984, + 0.04417148604989052, + 0.08228114992380142 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.0067339395172894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038074348121881485 + ], + "opposite_logprob_tokens": [ + -3.288074254989624 + ], + "logprob_reward": -0.038074348121881485, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038074348121881485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10128802061080933, + 0.09838691353797913, + 0.07456190884113312, + 0.10808434337377548, + 0.08442316204309464, + 0.3958035707473755, + 0.02739544026553631, + 0.02664259448647499, + 0.02315189130604267, + 0.060262177139520645 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.038074348121881485 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.", + "seed": 16241, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_7/index_8885_seed_16241_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07094594947993756, + "vlm_logprob": -0.07094594947993756, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.07094594947993756, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015349121764302254 + ], + "opposite_logprob_tokens": [ + -4.7653489112854 + ], + "logprob_reward": -0.015349121764302254, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.015349121764302254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0573396310210228, + 0.7780856490135193, + 0.015302754938602448, + 0.010153939947485924, + 0.0404474213719368, + 0.020039943978190422, + 0.022252092137932777, + 0.019810758531093597, + 0.010031999088823795, + 0.02653583325445652 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.015349121764302254 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813127934932709 + ], + "opposite_logprob_tokens": [ + -1.4063128232955933 + ], + "logprob_reward": -0.2813127934932709, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813127934932709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07354363054037094, + 0.6832290887832642, + 0.028551070019602776, + 0.016649315133690834, + 0.0758010521531105, + 0.0545821450650692, + 0.024860724806785583, + 0.013922838494181633, + 0.01639067754149437, + 0.01246947143226862 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.2813127934932709 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251897498965263 + ], + "opposite_logprob_tokens": [ + -5.255251884460449 + ], + "logprob_reward": -0.005251897498965263, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251897498965263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15670321881771088, + 0.287060022354126, + 0.10884466022253036, + 0.03748571500182152, + 0.11636373400688171, + 0.07809606939554214, + 0.06927482783794403, + 0.05359254032373428, + 0.033383920788764954, + 0.059195298701524734 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.005251897498965263 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778456762433052 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.009778456762433052, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778456762433052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07702972739934921, + 0.43895718455314636, + 0.0545324832201004, + 0.05454442277550697, + 0.06493576616048813, + 0.05760495737195015, + 0.04236133024096489, + 0.033404458314180374, + 0.030795298516750336, + 0.14583438634872437 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.009778456762433052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043037477880716324 + ], + "opposite_logprob_tokens": [ + -3.1680374145507812 + ], + "logprob_reward": -0.043037477880716324, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043037477880716324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040378138422966, + 0.6919001340866089, + 0.025886785238981247, + 0.020076455548405647, + 0.06348691135644913, + 0.03565225377678871, + 0.03464508801698685, + 0.020385941490530968, + 0.014290391467511654, + 0.05329785495996475 + ], + "top_frames": [ + 1, + 4, + 9 + ], + "selected_reward": -0.043037477880716324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Miyazaki's gentle, hand-drawn aesthetic, the camera executes a slow, graceful \"Crane Descent,\" traversing the dense, multi-layered canopy of a vast, ancient forest, where gnarled, mossy branches intertwine like the fingers of a sleeping giant. Volumes of warm, golden sunlight penetrate the soft, swirling morning mist, illuminating drifting specks of dust and creating a sacred, ethereal atmosphere in the clearing below. When the camera remains still, it reveals a magnificent beast, its body covered in vast, glossy mother-of-pearl scales that shimmer with soft iridescence in the dappled light. Its form is majestic, a blend of serpentine grace and mammalian strength, and its intelligent, crimson eyes gleam with calm awareness as it stands guard. Within its protective shadow, a tiny offspring chirps softly, melodiously, a miniature echo of its parents, with fuzzy white fur-like scales and large, inquisitive eyes. The mother beast responds with an act of remarkable tenderness, lowering its massive head and delicately nudging the cub with its trunk, then deftly shifting its weight to further conceal the small creature beneath its warm, massive frame. Finally, it raises its head again, its gaze sweeping steadily and deliberately across the mossy woods, becoming a silent, protective sentinel in its sun-dappled shelter, embodying a powerful and quiet sense of guardianship.", + "seed": 16242, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_7/index_8885_seed_16242_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04118260303512215, + "vlm_logprob": -0.04118260303512215, + "vlm_yes_no_margin": 4.149999952316284, + "vlm_token_credit": -0.04118260303512215, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009338625706732273 + ], + "opposite_logprob_tokens": [ + -5.259338855743408 + ], + "logprob_reward": -0.009338625706732273, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.009338625706732273, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20637443661689758, + 0.06983549147844315, + 0.08133912086486816, + 0.06400119513273239, + 0.044560957700014114, + 0.05337496101856232, + 0.07364384829998016, + 0.07943548262119293, + 0.1670190840959549, + 0.16041548550128937 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.009338625706732273 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278557896614075 + ], + "opposite_logprob_tokens": [ + -2.0177855491638184 + ], + "logprob_reward": -0.14278557896614075, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14278557896614075, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.353010356426239, + 0.19118820130825043, + 0.10222767293453217, + 0.07118963450193405, + 0.034071337431669235, + 0.03164518624544144, + 0.02275211736559868, + 0.023624202236533165, + 0.047030992805957794, + 0.12326034903526306 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.14278557896614075 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019393223337829113 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019393223337829113, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019393223337829113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14958560466766357, + 0.14115309715270996, + 0.098300501704216, + 0.07953817397356033, + 0.03778553009033203, + 0.08868835121393204, + 0.05700482428073883, + 0.040618736296892166, + 0.2109137624502182, + 0.09641137719154358 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.0019393223337829113 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018175363540649414 + ], + "opposite_logprob_tokens": [ + -4.01817512512207 + ], + "logprob_reward": -0.018175363540649414, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018175363540649414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08366405218839645, + 0.04743114858865738, + 0.05961086228489876, + 0.06533639132976532, + 0.03670819476246834, + 0.05557196959853172, + 0.042739227414131165, + 0.09466589987277985, + 0.4060489237308502, + 0.1082233414053917 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.018175363540649414 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with a gentle, hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera execute a slow, graceful crane descent through a dense, multi-layered canopy?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the environment an ancient forest with gnarled, mossy branches and warm, golden sunlight penetrating morning mist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a large beast with glossy mother-of-pearl scales and crimson eyes visible, standing protectively over a tiny offspring with fuzzy white fur-like scales?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the mother beast lower its head to nudge the cub with its trunk and then shift its weight to conceal the cub beneath its frame?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033674124628305435 + ], + "opposite_logprob_tokens": [ + -3.4086742401123047 + ], + "logprob_reward": -0.033674124628305435, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033674124628305435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2545829713344574, + 0.031351614743471146, + 0.05273160710930824, + 0.0469595231115818, + 0.039429012686014175, + 0.04558125510811806, + 0.10171694308519363, + 0.039602164179086685, + 0.2596399188041687, + 0.12840501964092255 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.033674124628305435 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_8/index_tensor([2714, 2714])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_8/index_tensor([2714, 2714])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0e1f12a96b9172e46dc45d07b78ed9b07e0f2183 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_8/index_tensor([2714, 2714])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.", + "seed": 11862, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_8/index_2714_seed_11862_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3269025836139917, + "vlm_logprob": -0.3269025836139917, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.3269025836139917, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06334304809570312 + ], + "opposite_logprob_tokens": [ + -2.813343048095703 + ], + "logprob_reward": -0.06334304809570312, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06334304809570312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08096551895141602, + 0.10771386325359344, + 0.04489054158329964, + 0.07658311724662781, + 0.04458938166499138, + 0.050154805183410645, + 0.02862461283802986, + 0.062294814735651016, + 0.08160457015037537, + 0.42257875204086304 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.06334304809570312 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.201590895652771 + ], + "opposite_logprob_tokens": [ + -1.701590895652771 + ], + "logprob_reward": -0.201590895652771, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.201590895652771, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10971866548061371, + 0.08814533054828644, + 0.14150658249855042, + 0.07668183743953705, + 0.0841820165514946, + 0.06322773545980453, + 0.02573462761938572, + 0.07262628525495529, + 0.13371551036834717, + 0.20446135103702545 + ], + "top_frames": [ + 9, + 2, + 8 + ], + "selected_reward": -0.201590895652771 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029819726943969727 + ], + "opposite_logprob_tokens": [ + -3.5298197269439697 + ], + "logprob_reward": -0.029819726943969727, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029819726943969727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07638996839523315, + 0.037154920399188995, + 0.025771796703338623, + 0.08535357564687729, + 0.020991235971450806, + 0.010885476134717464, + 0.011050388216972351, + 0.14793804287910461, + 0.03249797224998474, + 0.5519666075706482 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.029819726943969727 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026358501985669136 + ], + "opposite_logprob_tokens": [ + -3.6513586044311523 + ], + "logprob_reward": -0.026358501985669136, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026358501985669136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057170335203409195, + 0.027236830443143845, + 0.022679375484585762, + 0.0316200889647007, + 0.023247383534908295, + 0.00794260110706091, + 0.012882610782980919, + 0.10322179645299911, + 0.03652385249733925, + 0.6774751543998718 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.026358501985669136 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134007453918457 + ], + "opposite_logprob_tokens": [ + -0.3134007155895233 + ], + "logprob_reward": -1.3134007453918457, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134007453918457, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0742156058549881, + 0.08987293392419815, + 0.2553476393222809, + 0.04423419386148453, + 0.03751383721828461, + 0.022425446659326553, + 0.02527228184044361, + 0.03588976338505745, + 0.04191799461841583, + 0.37331029772758484 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -1.3134007453918457 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.", + "seed": 11863, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_8/index_2714_seed_11863_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2982333071529865, + "vlm_logprob": -0.2982333071529865, + "vlm_yes_no_margin": 1.975, + "vlm_token_credit": -0.2982333071529865, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16128890216350555 + ], + "opposite_logprob_tokens": [ + -1.911288857460022 + ], + "logprob_reward": -0.16128890216350555, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16128890216350555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10985078662633896, + 0.024663452059030533, + 0.025675032287836075, + 0.27508535981178284, + 0.03157658502459526, + 0.0537806861102581, + 0.18812932074069977, + 0.07900317758321762, + 0.13888800144195557, + 0.07334757596254349 + ], + "top_frames": [ + 3, + 6, + 8 + ], + "selected_reward": -0.16128890216350555 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22561727464199066 + ], + "opposite_logprob_tokens": [ + -1.6006172895431519 + ], + "logprob_reward": -0.22561727464199066, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22561727464199066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0545230507850647, + 0.029508111998438835, + 0.04994700103998184, + 0.18160250782966614, + 0.05348769202828407, + 0.09095032513141632, + 0.359151154756546, + 0.03986831381917, + 0.024762172251939774, + 0.11619970947504044 + ], + "top_frames": [ + 6, + 3, + 9 + ], + "selected_reward": -0.22561727464199066 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596904680132866 + ], + "opposite_logprob_tokens": [ + -3.895596981048584 + ], + "logprob_reward": -0.020596904680132866, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596904680132866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2125360667705536, + 0.03359660878777504, + 0.05731185898184776, + 0.28432154655456543, + 0.027819115668535233, + 0.0526386983692646, + 0.09884181618690491, + 0.08364267647266388, + 0.034114837646484375, + 0.11517677456140518 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.020596904680132866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981220744550228 + ], + "opposite_logprob_tokens": [ + -3.5298120975494385 + ], + "logprob_reward": -0.02981220744550228, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981220744550228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20598311722278595, + 0.03758203610777855, + 0.04098935425281525, + 0.1697567254304886, + 0.05364546552300453, + 0.10051034390926361, + 0.09209287911653519, + 0.11242635548114777, + 0.03546958416700363, + 0.15154415369033813 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.02981220744550228 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538512468338013 + ], + "opposite_logprob_tokens": [ + -0.4288512170314789 + ], + "logprob_reward": -1.0538512468338013, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538512468338013, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09959831088781357, + 0.03235047683119774, + 0.044601939618587494, + 0.11821453273296356, + 0.06287646293640137, + 0.08274092525243759, + 0.08697272092103958, + 0.08719756454229355, + 0.07861398160457611, + 0.30683305859565735 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -1.0538512468338013 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.", + "seed": 11864, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_8/index_2714_seed_11864_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1795327454805374, + "vlm_logprob": -0.1795327454805374, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.1795327454805374, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08108767867088318 + ], + "opposite_logprob_tokens": [ + -2.581087589263916 + ], + "logprob_reward": -0.08108767867088318, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08108767867088318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19061942398548126, + 0.1638549268245697, + 0.05856603384017944, + 0.057654835283756256, + 0.07801862806081772, + 0.08543035387992859, + 0.03856569528579712, + 0.09500707685947418, + 0.07346370816230774, + 0.1588192731142044 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.08108767867088318 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25211554765701294 + ], + "opposite_logprob_tokens": [ + -1.5021154880523682 + ], + "logprob_reward": -0.25211554765701294, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25211554765701294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.289622038602829, + 0.10199131816625595, + 0.08324897289276123, + 0.04505474492907524, + 0.0807252824306488, + 0.08247756958007812, + 0.05328543111681938, + 0.05907943472266197, + 0.07200652360916138, + 0.13250872492790222 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.25211554765701294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020594919100403786 + ], + "opposite_logprob_tokens": [ + -3.895594835281372 + ], + "logprob_reward": -0.020594919100403786, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020594919100403786, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18193088471889496, + 0.19300638139247894, + 0.05208953842520714, + 0.04021971672773361, + 0.09912138432264328, + 0.05501169338822365, + 0.06560589373111725, + 0.0983215942978859, + 0.11084602773189545, + 0.103846974670887 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.020594919100403786 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020592233166098595 + ], + "opposite_logprob_tokens": [ + -3.895592212677002 + ], + "logprob_reward": -0.020592233166098595, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020592233166098595, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17901736497879028, + 0.10775898396968842, + 0.07060247659683228, + 0.05605053901672363, + 0.12245643883943558, + 0.051666684448719025, + 0.031678952276706696, + 0.055691685527563095, + 0.23795108497142792, + 0.08712580054998398 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.020592233166098595 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232733488082886 + ], + "opposite_logprob_tokens": [ + -0.8982733488082886 + ], + "logprob_reward": -0.5232733488082886, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232733488082886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.266818642616272, + 0.118525929749012, + 0.06709863990545273, + 0.05789198726415634, + 0.0718543753027916, + 0.045585110783576965, + 0.0644383355975151, + 0.08447764813899994, + 0.06592066586017609, + 0.1573886275291443 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.5232733488082886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, eye-level medium shot, captured in a high-fidelity digital format, with its stark contrast and complete lack of grain, perfectly centers the majestic Pacific nettle, suspended in the profound silence of the deep blue ocean. The creature's massive, shimmering golden bell, with its smooth, gelatinous translucency, remains completely motionless. From beneath it, a dense curtain of long, reddish-brown tentacles hangs motionless, fully extended, their delicate, thread-like shapes forming an intricate and deadly web, ready to strike. A flood of sunlight penetrates the aquatic darkness from above, creating a dramatic twilight glow that illuminates the scene. These rays cause the jellyfish's bell to glow internally and capture countless tiny particles of marine snow that drift calmly and slowly over the creature's perilous, silent body, creating a breathtaking atmosphere of suspended tension and deadly beauty.", + "seed": 11865, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_8/index_2714_seed_11865_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.4601763704791665, + "vlm_logprob": -0.4601763704791665, + "vlm_yes_no_margin": 1.775, + "vlm_token_credit": -0.4601763704791665, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1290663778781891 + ], + "opposite_logprob_tokens": [ + -2.1290664672851562 + ], + "logprob_reward": -0.1290663778781891, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1290663778781891, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21986466646194458, + 0.0943208560347557, + 0.0460565984249115, + 0.08232134580612183, + 0.04056892171502113, + 0.12395588308572769, + 0.10241822153329849, + 0.042366474866867065, + 0.05620072782039642, + 0.19192633032798767 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.1290663778781891 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233718156814575 + ], + "opposite_logprob_tokens": [ + -0.8983718156814575 + ], + "logprob_reward": -0.5233718156814575, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233718156814575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12692874670028687, + 0.01794399879872799, + 0.019420461729168892, + 0.016451288014650345, + 0.077132448554039, + 0.6155555844306946, + 0.019533347338438034, + 0.015311107039451599, + 0.050786733627319336, + 0.040936294943094254 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.5233718156814575 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009797108359634876 + ], + "opposite_logprob_tokens": [ + -4.634797096252441 + ], + "logprob_reward": -0.009797108359634876, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009797108359634876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04884267970919609, + 0.05164463818073273, + 0.04229017719626427, + 0.04424825310707092, + 0.05650494992733002, + 0.422638863325119, + 0.19385787844657898, + 0.02183196321129799, + 0.06067940965294838, + 0.057461220771074295 + ], + "top_frames": [ + 5, + 6, + 8 + ], + "selected_reward": -0.009797108359634876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811187297105789 + ], + "opposite_logprob_tokens": [ + -3.288111925125122 + ], + "logprob_reward": -0.03811187297105789, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811187297105789, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10397907346487045, + 0.07705662399530411, + 0.07783401757478714, + 0.046547211706638336, + 0.1054600328207016, + 0.12946537137031555, + 0.20319616794586182, + 0.05389058217406273, + 0.10201235860586166, + 0.10055862367153168 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.03811187297105789 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a Pacific nettle jellyfish with a golden bell?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are long reddish-brown tentacles hanging motionless beneath the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene illuminated by sunlight penetrating from above creating a glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny particles of marine snow visible drifting over the jellyfish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot framed as a static eye-level medium shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.6005346775054932 + ], + "opposite_logprob_tokens": [ + -0.22553470730781555 + ], + "logprob_reward": -1.6005346775054932, + "yes_no_margin_reward": -1.375, + "token_credit_reward": -1.6005346775054932, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.031716085970401764, + 0.026275137439370155, + 0.023113513365387917, + 0.05202469602227211, + 0.027560679242014885, + 0.7362779974937439, + 0.028567561879754066, + 0.026963742449879646, + 0.033895451575517654, + 0.013605122454464436 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -1.6005346775054932 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_9/index_tensor([4375, 4375])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_9/index_tensor([4375, 4375])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b854f6cf3f5ef16342692fc8aa9e9010a537a7db --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_9/index_tensor([4375, 4375])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.", + "seed": 23344, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_9/index_4375_seed_23344_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.030940379155799745, + "vlm_logprob": -0.030940379155799745, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.030940379155799745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01170941162854433 + ], + "opposite_logprob_tokens": [ + -4.511709213256836 + ], + "logprob_reward": -0.01170941162854433, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01170941162854433, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0759374275803566, + 0.04703381285071373, + 0.06467719376087189, + 0.1464487463235855, + 0.0946773886680603, + 0.03044702298939228, + 0.049968015402555466, + 0.36597615480422974, + 0.06263291090726852, + 0.06220133975148201 + ], + "top_frames": [ + 7, + 3, + 4 + ], + "selected_reward": -0.01170941162854433 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898426800966263 + ], + "opposite_logprob_tokens": [ + -2.578984260559082 + ], + "logprob_reward": -0.07898426800966263, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898426800966263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08598697185516357, + 0.03811680153012276, + 0.08015451580286026, + 0.24133604764938354, + 0.06752534210681915, + 0.03727829083800316, + 0.045186351984739304, + 0.15577317774295807, + 0.1985207200050354, + 0.050121817737817764 + ], + "top_frames": [ + 3, + 8, + 7 + ], + "selected_reward": -0.07898426800966263 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540886178612709 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540886178612709, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540886178612709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03388204053044319, + 0.01283715758472681, + 0.020226050168275833, + 0.36244550347328186, + 0.028819402679800987, + 0.054126154631376266, + 0.026416806504130363, + 0.38717174530029297, + 0.054180581122636795, + 0.019894596189260483 + ], + "top_frames": [ + 7, + 3, + 8 + ], + "selected_reward": -0.012540886178612709 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865068942308426 + ], + "opposite_logprob_tokens": [ + -3.0486507415771484 + ], + "logprob_reward": -0.04865068942308426, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865068942308426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03839913383126259, + 0.018246876075863838, + 0.029414694756269455, + 0.03370862826704979, + 0.08187195658683777, + 0.049089040607213974, + 0.04147052764892578, + 0.15757909417152405, + 0.5287670493125916, + 0.021453088149428368 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.04865068942308426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028166405390948057 + ], + "opposite_logprob_tokens": [ + -5.877816677093506 + ], + "logprob_reward": -0.0028166405390948057, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028166405390948057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07765069603919983, + 0.0541258379817009, + 0.022381696850061417, + 0.279514342546463, + 0.03485310450196266, + 0.29574328660964966, + 0.05214656516909599, + 0.09940896928310394, + 0.03494959697127342, + 0.049225885421037674 + ], + "top_frames": [ + 5, + 3, + 7 + ], + "selected_reward": -0.0028166405390948057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.", + "seed": 23345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_9/index_4375_seed_23345_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12287185285240412, + "vlm_logprob": -0.12287185285240412, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.12287185285240412, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027263851836323738 + ], + "opposite_logprob_tokens": [ + -3.652263879776001 + ], + "logprob_reward": -0.027263851836323738, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027263851836323738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34373846650123596, + 0.024829283356666565, + 0.1533050835132599, + 0.075711689889431, + 0.05364277958869934, + 0.11750587075948715, + 0.06494607776403427, + 0.04680785909295082, + 0.07428645342588425, + 0.04522642493247986 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.027263851836323738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989324033260345 + ], + "opposite_logprob_tokens": [ + -1.8048932552337646 + ], + "logprob_reward": -0.17989324033260345, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989324033260345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10506226867437363, + 0.06012508273124695, + 0.30123665928840637, + 0.08193837851285934, + 0.21335214376449585, + 0.048900239169597626, + 0.03519662842154503, + 0.024898409843444824, + 0.07001902163028717, + 0.05927121639251709 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.17989324033260345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014199530705809593 + ], + "opposite_logprob_tokens": [ + -4.264199733734131 + ], + "logprob_reward": -0.014199530705809593, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014199530705809593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1711207926273346, + 0.07592306286096573, + 0.24688369035720825, + 0.0270362701267004, + 0.06743349134922028, + 0.09162721037864685, + 0.07749573141336441, + 0.13593287765979767, + 0.05702196806669235, + 0.04952491819858551 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.014199530705809593 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.387055367231369 + ], + "opposite_logprob_tokens": [ + -1.1370553970336914 + ], + "logprob_reward": -0.387055367231369, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.387055367231369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1339520514011383, + 0.14175985753536224, + 0.07670652121305466, + 0.1437017023563385, + 0.21349327266216278, + 0.09653744101524353, + 0.07249841839075089, + 0.026377612724900246, + 0.04645724594593048, + 0.04851589724421501 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.387055367231369 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059472741559147835 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.0059472741559147835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059472741559147835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23329047858715057, + 0.04465712979435921, + 0.16020041704177856, + 0.13800804316997528, + 0.13333886861801147, + 0.02948353998363018, + 0.12812377512454987, + 0.04149112105369568, + 0.041636381298303604, + 0.04977024346590042 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0059472741559147835 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.", + "seed": 23346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_9/index_4375_seed_23346_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08607738679274916, + "vlm_logprob": -0.08607738679274916, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.08607738679274916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01358784269541502 + ], + "opposite_logprob_tokens": [ + -4.388587951660156 + ], + "logprob_reward": -0.01358784269541502, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01358784269541502, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6673372387886047, + 0.0404001846909523, + 0.02584308758378029, + 0.05679784342646599, + 0.054210688918828964, + 0.016029860824346542, + 0.02051195316016674, + 0.04302944988012314, + 0.0318237729370594, + 0.04401586204767227 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.01358784269541502 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048656027764081955 + ], + "opposite_logprob_tokens": [ + -3.0486559867858887 + ], + "logprob_reward": -0.048656027764081955, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048656027764081955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5885383486747742, + 0.05155591666698456, + 0.027905048802495003, + 0.035907525569200516, + 0.13110046088695526, + 0.012889056466519833, + 0.024238159880042076, + 0.041568879038095474, + 0.045197535306215286, + 0.041099049150943756 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.048656027764081955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187889829277992 + ], + "opposite_logprob_tokens": [ + -4.018187999725342 + ], + "logprob_reward": -0.018187889829277992, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187889829277992, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23986925184726715, + 0.08357563614845276, + 0.17723597586154938, + 0.05975978448987007, + 0.05123920738697052, + 0.11083004623651505, + 0.022075138986110687, + 0.04033336043357849, + 0.12617193162441254, + 0.08890968561172485 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.018187889829277992 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3486199676990509 + ], + "opposite_logprob_tokens": [ + -1.2236199378967285 + ], + "logprob_reward": -0.3486199676990509, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3486199676990509, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6740221977233887, + 0.03362543508410454, + 0.05803222581744194, + 0.0223508533090353, + 0.028073308989405632, + 0.028753500431776047, + 0.016463037580251694, + 0.047659941017627716, + 0.04026634246110916, + 0.05075317993760109 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.3486199676990509 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001335205975919962 + ], + "opposite_logprob_tokens": [ + -6.626335144042969 + ], + "logprob_reward": -0.001335205975919962, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001335205975919962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7638729214668274, + 0.02330363541841507, + 0.02262246049940586, + 0.01901097036898136, + 0.0786357969045639, + 0.01941279135644436, + 0.022258568555116653, + 0.01501370221376419, + 0.015177841298282146, + 0.020691316574811935 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.001335205975919962 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly receding, overhead tracking shot captures the startling sight of a massive, human-shaped sculpture constructed of rough, brutalist concrete, coming to life. Composed of massive, angular geometric blocks, its surface riddled with weathered cracks and water stains, the sculpture plods across the empty, wet asphalt street with a slow, unstoppable rhythm. Each step falls with an earth-shaking heaviness, sending tiny concrete chips and dust cascading from its joints. The backdrop is a dystopian city, with towering, stark skyscrapers looming through the mist. Cold blue LED lights emanating from the embedded buildings lining the street cast sharp, deep shadows across the sculpture's rugged surface. Its massive form casts a vast, twisting, elongated shadow across the ground and adjacent building facades. The image, dominated by austere blues and deep blacks, creates an awe-inspiring, oppressive, apocalyptic atmosphere.", + "seed": 23347, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000097/group_9/index_4375_seed_23347_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08979475162923337, + "vlm_logprob": -0.08979475162923337, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.08979475162923337, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07132162153720856 + ], + "opposite_logprob_tokens": [ + -2.696321725845337 + ], + "logprob_reward": -0.07132162153720856, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07132162153720856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15378862619400024, + 0.06730925291776657, + 0.13215921819210052, + 0.15690754354000092, + 0.054535843431949615, + 0.07054667174816132, + 0.025400934740900993, + 0.07415102422237396, + 0.09828069061040878, + 0.1669202446937561 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.07132162153720856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12706401944160461 + ], + "opposite_logprob_tokens": [ + -2.1270639896392822 + ], + "logprob_reward": -0.12706401944160461, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12706401944160461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12922826409339905, + 0.1540246158838272, + 0.1261482983827591, + 0.10148096084594727, + 0.0431823655962944, + 0.14920487999916077, + 0.048712197691202164, + 0.08028935641050339, + 0.08515334874391556, + 0.082575723528862 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.12706401944160461 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04306979477405548 + ], + "opposite_logprob_tokens": [ + -3.168069839477539 + ], + "logprob_reward": -0.04306979477405548, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04306979477405548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19525867700576782, + 0.1196698397397995, + 0.03627201169729233, + 0.10899629443883896, + 0.03697418421506882, + 0.08993905037641525, + 0.026258444413542747, + 0.10007096827030182, + 0.12309837341308594, + 0.16346213221549988 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.04306979477405548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20156867802143097 + ], + "opposite_logprob_tokens": [ + -1.7015687227249146 + ], + "logprob_reward": -0.20156867802143097, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20156867802143097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13495135307312012, + 0.11057578027248383, + 0.25064969062805176, + 0.04099171981215477, + 0.031049489974975586, + 0.09699434041976929, + 0.058899346739053726, + 0.042427122592926025, + 0.04562562704086304, + 0.18783551454544067 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.20156867802143097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a massive human-shaped sculpture made of rough, angular concrete blocks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sculpture moving by plodding across a wet asphalt street with a slow, heavy rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the sculpture's surface show visible weathered cracks and water stains?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the camera positioned overhead and tracking the sculpture as it moves away (receding)?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene dominated by cold blue LED lighting and deep shadows in a misty dystopian city?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594964437186718 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.00594964437186718, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594964437186718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3544629216194153, + 0.07873149961233139, + 0.03781567141413689, + 0.06439410150051117, + 0.04334027320146561, + 0.1163610965013504, + 0.01879652589559555, + 0.08821440488100052, + 0.09844990074634552, + 0.09943363070487976 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.00594964437186718 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_0/index_tensor([6280, 6280])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_0/index_tensor([6280, 6280])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..73a90f830c123ac136852edea9215f531d273959 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_0/index_tensor([6280, 6280])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.", + "seed": 31269, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_0/index_6280_seed_31269_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21368105113506317, + "vlm_logprob": -0.21368105113506317, + "vlm_yes_no_margin": 2.075, + "vlm_token_credit": -0.21368105113506317, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4755132794380188 + ], + "opposite_logprob_tokens": [ + -0.9755132794380188 + ], + "logprob_reward": -0.4755132794380188, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4755132794380188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24966996908187866, + 0.09587883204221725, + 0.052663400769233704, + 0.10964033007621765, + 0.06525003910064697, + 0.042008448392152786, + 0.026646768674254417, + 0.04281831905245781, + 0.12502865493297577, + 0.1903952658176422 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.4755132794380188 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034666210412979 + ], + "opposite_logprob_tokens": [ + -2.350346565246582 + ], + "logprob_reward": -0.10034666210412979, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034666210412979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6990288496017456, + 0.0452907420694828, + 0.019915124401450157, + 0.013659412041306496, + 0.021534990519285202, + 0.01838594675064087, + 0.014951469376683235, + 0.013554208911955357, + 0.0683257132768631, + 0.08535349369049072 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.10034666210412979 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583242177963257 + ], + "opposite_logprob_tokens": [ + -3.895583152770996 + ], + "logprob_reward": -0.020583242177963257, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583242177963257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5346384644508362, + 0.0232547614723444, + 0.05340801179409027, + 0.06809978932142258, + 0.053566042333841324, + 0.07704757153987885, + 0.016695793718099594, + 0.02219230681657791, + 0.07086391001939774, + 0.08023335039615631 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.020583242177963257 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043071962893009186 + ], + "opposite_logprob_tokens": [ + -3.168071985244751 + ], + "logprob_reward": -0.043071962893009186, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043071962893009186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.535990297794342, + 0.06713708490133286, + 0.028358008712530136, + 0.029346907511353493, + 0.032678332179784775, + 0.02708437107503414, + 0.06692471355199814, + 0.015618552453815937, + 0.018734533339738846, + 0.17812718451023102 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.043071962893009186 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288901090621948 + ], + "opposite_logprob_tokens": [ + -1.0538901090621948 + ], + "logprob_reward": -0.4288901090621948, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288901090621948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38646766543388367, + 0.11895327270030975, + 0.0457458570599556, + 0.03501252084970474, + 0.054020509123802185, + 0.05184156447649002, + 0.05028533190488815, + 0.03483576327562332, + 0.05568723380565643, + 0.16715030372142792 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.4288901090621948 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.", + "seed": 31270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_0/index_6280_seed_31270_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.032356760813854635, + "vlm_logprob": -0.032356760813854635, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.032356760813854635, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03519269824028015 + ], + "opposite_logprob_tokens": [ + -3.4101927280426025 + ], + "logprob_reward": -0.03519269824028015, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03519269824028015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13818715512752533, + 0.1451108455657959, + 0.039484620094299316, + 0.09216675907373428, + 0.04647600278258324, + 0.07670842856168747, + 0.3074176013469696, + 0.07477911561727524, + 0.030545098707079887, + 0.04912440478801727 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.03519269824028015 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866601899266243 + ], + "opposite_logprob_tokens": [ + -3.048666000366211 + ], + "logprob_reward": -0.04866601899266243, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866601899266243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48181191086769104, + 0.06386353820562363, + 0.04514026269316673, + 0.1347511261701584, + 0.03288040682673454, + 0.04367528855800629, + 0.06357249617576599, + 0.03674296289682388, + 0.029334869235754013, + 0.06822705268859863 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.04866601899266243 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00673760985955596 + ], + "opposite_logprob_tokens": [ + -5.00673770904541 + ], + "logprob_reward": -0.00673760985955596, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00673760985955596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11241952329874039, + 0.08104722201824188, + 0.1393018662929535, + 0.3383711874485016, + 0.06906405091285706, + 0.09992752969264984, + 0.050248801708221436, + 0.02822253294289112, + 0.03634512051939964, + 0.045052118599414825 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.00673760985955596 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011806668480858207 + ], + "opposite_logprob_tokens": [ + -6.751180648803711 + ], + "logprob_reward": -0.0011806668480858207, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011806668480858207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22494986653327942, + 0.11641596257686615, + 0.04666251689195633, + 0.246658056974411, + 0.02935127541422844, + 0.04839356616139412, + 0.05511443689465523, + 0.025431616231799126, + 0.06410375982522964, + 0.14291895925998688 + ], + "top_frames": [ + 3, + 0, + 9 + ], + "selected_reward": -0.0011806668480858207 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000681012868881 + ], + "opposite_logprob_tokens": [ + -2.695006847381592 + ], + "logprob_reward": -0.07000681012868881, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000681012868881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2456350177526474, + 0.07829989492893219, + 0.109654501080513, + 0.10626436769962311, + 0.03535179793834686, + 0.1218603178858757, + 0.06524974852800369, + 0.09815187752246857, + 0.0913378968834877, + 0.04819454625248909 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.07000681012868881 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.", + "seed": 31271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_0/index_6280_seed_31271_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.16645443765446544, + "vlm_logprob": -0.16645443765446544, + "vlm_yes_no_margin": 2.65, + "vlm_token_credit": -0.16645443765446544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.282471239566803 + ], + "opposite_logprob_tokens": [ + -1.4074711799621582 + ], + "logprob_reward": -0.282471239566803, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.282471239566803, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24601274728775024, + 0.0706983432173729, + 0.085850290954113, + 0.06347295641899109, + 0.10125929862260818, + 0.17132185399532318, + 0.02280503697693348, + 0.07642268389463425, + 0.0971670001745224, + 0.06498978286981583 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.282471239566803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521383464336395 + ], + "opposite_logprob_tokens": [ + -1.502138376235962 + ], + "logprob_reward": -0.2521383464336395, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521383464336395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3735174536705017, + 0.06250973790884018, + 0.07001233100891113, + 0.06775069981813431, + 0.059857942163944244, + 0.03738623112440109, + 0.03553292527794838, + 0.037566330283880234, + 0.16345715522766113, + 0.09240920096635818 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.2521383464336395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255692172795534 + ], + "opposite_logprob_tokens": [ + -5.255255699157715 + ], + "logprob_reward": -0.005255692172795534, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255692172795534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08587686717510223, + 0.18665307760238647, + 0.11699933558702469, + 0.09074581414461136, + 0.1344207525253296, + 0.2396196722984314, + 0.026740344241261482, + 0.02257537841796875, + 0.0702040046453476, + 0.026164740324020386 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.005255692172795534 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085116304457188 + ], + "opposite_logprob_tokens": [ + -4.511085033416748 + ], + "logprob_reward": -0.011085116304457188, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085116304457188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38775691390037537, + 0.04166135564446449, + 0.03020920790731907, + 0.07713489979505539, + 0.19056667387485504, + 0.0734742283821106, + 0.022255761548876762, + 0.09079793840646744, + 0.06597375124692917, + 0.02016931027173996 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.011085116304457188 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28132179379463196 + ], + "opposite_logprob_tokens": [ + -1.4063217639923096 + ], + "logprob_reward": -0.28132179379463196, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28132179379463196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1965651959180832, + 0.05010105296969414, + 0.03866405785083771, + 0.05850014090538025, + 0.07424402981996536, + 0.1824457347393036, + 0.13181224465370178, + 0.0511995404958725, + 0.1530008465051651, + 0.06346718966960907 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.28132179379463196 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, extreme close-up shot in super-slow motion focuses on a thick slab of polished dark gray granite, its smooth surface reflecting a subtle sheen, revealing an intricate pattern of silver and white crystal flecks. The scene is plunged into near-darkness, sharply defined by a single, intense, cold-white backlight source positioned directly behind the surface, casting the slab into dramatic silhouette. Suddenly, the surface violently shatters from an unseen point of impact; a network of fiery cracks instantly erupts upward and outward through the granite, forming an explosion cloud. Fragments of varying sizes and jagged pieces are propelled through the air, their sharp, dark shapes perfectly outlined by the bright backlight, while a dense, tumbling cloud of fine-grained dust simultaneously blooms, its swirling, chaotic particles catching the light and creating a voluminous, almost ethereal texture against the deep black background, evoking an intense and awe-inspiring atmosphere of pure, destructive force.", + "seed": 31272, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_0/index_6280_seed_31272_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09315322209149599, + "vlm_logprob": -0.09315322209149599, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.09315322209149599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1027049794793129 + ], + "opposite_logprob_tokens": [ + -2.3527050018310547 + ], + "logprob_reward": -0.1027049794793129, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1027049794793129, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08699361234903336, + 0.2953892946243286, + 0.034729134291410446, + 0.1777607947587967, + 0.03543201461434364, + 0.015155427157878876, + 0.03970358520746231, + 0.15324482321739197, + 0.07093071937561035, + 0.09066061675548553 + ], + "top_frames": [ + 1, + 3, + 7 + ], + "selected_reward": -0.1027049794793129 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036799550056458 + ], + "opposite_logprob_tokens": [ + -1.9103679656982422 + ], + "logprob_reward": -0.16036799550056458, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036799550056458, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1214216947555542, + 0.23704837262630463, + 0.17239908874034882, + 0.05679028108716011, + 0.044129859656095505, + 0.05508524924516678, + 0.04744690656661987, + 0.12933647632598877, + 0.0668460950255394, + 0.0694960206747055 + ], + "top_frames": [ + 1, + 2, + 7 + ], + "selected_reward": -0.16036799550056458 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016072122380137444 + ], + "opposite_logprob_tokens": [ + -4.1410722732543945 + ], + "logprob_reward": -0.016072122380137444, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016072122380137444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03207458183169365, + 0.24633051455020905, + 0.04140422120690346, + 0.07474744319915771, + 0.07067851722240448, + 0.03536443039774895, + 0.04309267923235893, + 0.37171709537506104, + 0.0634145736694336, + 0.02117595076560974 + ], + "top_frames": [ + 7, + 1, + 3 + ], + "selected_reward": -0.016072122380137444 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067402152344584465 + ], + "opposite_logprob_tokens": [ + -5.006740093231201 + ], + "logprob_reward": -0.0067402152344584465, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067402152344584465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02953035570681095, + 0.06024130806326866, + 0.026837604120373726, + 0.0793953537940979, + 0.027357222512364388, + 0.03360036760568619, + 0.04182862490415573, + 0.3370380699634552, + 0.34496811032295227, + 0.019202945753932 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.0067402152344584465 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a thick slab of polished dark gray granite with silver and white crystal flecks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene lit by a single intense cold-white backlight positioned directly behind the slab?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the granite slab violently shatter with a network of fiery cracks erupting upward and outward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are jagged fragments and a dense cloud of fine-grained dust propelled through the air against a deep black background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot as a static extreme close-up in super-slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798807978630066 + ], + "opposite_logprob_tokens": [ + -1.8048808574676514 + ], + "logprob_reward": -0.1798807978630066, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798807978630066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.041778553277254105, + 0.24444930255413055, + 0.04035196080803871, + 0.027993762865662575, + 0.06253403425216675, + 0.030019966885447502, + 0.0431632474064827, + 0.40648937225341797, + 0.07572361081838608, + 0.02749612182378769 + ], + "top_frames": [ + 7, + 1, + 8 + ], + "selected_reward": -0.1798807978630066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_1/index_tensor([4506, 4506])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_1/index_tensor([4506, 4506])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d1168d6a1e1550a077222b14b290351d8a84c0f2 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_1/index_tensor([4506, 4506])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.", + "seed": 19522, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_1/index_4506_seed_19522_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.13335619759745895, + "vlm_logprob": -0.13335619759745895, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.13335619759745895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6522474884986877 + ], + "opposite_logprob_tokens": [ + -0.7772474884986877 + ], + "logprob_reward": -0.6522474884986877, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6522474884986877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16800923645496368, + 0.10713520646095276, + 0.06990133970975876, + 0.06716044992208481, + 0.1283574104309082, + 0.09983495622873306, + 0.0357232466340065, + 0.12488558143377304, + 0.1061963215470314, + 0.09279625862836838 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.6522474884986877 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005973107647150755 + ], + "opposite_logprob_tokens": [ + -5.1309733390808105 + ], + "logprob_reward": -0.005973107647150755, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005973107647150755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16863645613193512, + 0.08701973408460617, + 0.07625586539506912, + 0.12383320182561874, + 0.06518249213695526, + 0.11182580143213272, + 0.07212159782648087, + 0.10891564190387726, + 0.031160468235611916, + 0.15504874289035797 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.005973107647150755 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022052035201340914 + ], + "opposite_logprob_tokens": [ + -6.1272053718566895 + ], + "logprob_reward": -0.0022052035201340914, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022052035201340914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1488896608352661, + 0.15017852187156677, + 0.06602209806442261, + 0.0765065848827362, + 0.0745147317647934, + 0.23339524865150452, + 0.03733035549521446, + 0.031385041773319244, + 0.0358588881790638, + 0.14591890573501587 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.0022052035201340914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641236271709204 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.004641236271709204, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641236271709204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2757996916770935, + 0.08400938659906387, + 0.10116724669933319, + 0.072703517973423, + 0.07154965400695801, + 0.1456761509180069, + 0.054470669478178024, + 0.07100264728069305, + 0.07232961803674698, + 0.051291342824697495 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.004641236271709204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001713952049612999 + ], + "opposite_logprob_tokens": [ + -6.376713752746582 + ], + "logprob_reward": -0.001713952049612999, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001713952049612999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25656622648239136, + 0.08158490061759949, + 0.08860546350479126, + 0.06615988165140152, + 0.07609213143587112, + 0.14023509621620178, + 0.05469153821468353, + 0.12331844121217728, + 0.04200620949268341, + 0.07074011862277985 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.001713952049612999 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.", + "seed": 19523, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_1/index_4506_seed_19523_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16129148327745496, + "vlm_logprob": -0.16129148327745496, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.16129148327745496, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.787394642829895 + ], + "opposite_logprob_tokens": [ + -0.662394642829895 + ], + "logprob_reward": -0.787394642829895, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.787394642829895, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2523479759693146, + 0.11030872911214828, + 0.038620494306087494, + 0.049737319350242615, + 0.1631065458059311, + 0.049493420869112015, + 0.04635928198695183, + 0.02192792482674122, + 0.2366710901260376, + 0.03142726421356201 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.787394642829895 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011105629615485668 + ], + "opposite_logprob_tokens": [ + -4.511105537414551 + ], + "logprob_reward": -0.011105629615485668, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011105629615485668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2480018138885498, + 0.1437288373708725, + 0.038879621773958206, + 0.031860221177339554, + 0.1657935380935669, + 0.030896974727511406, + 0.026274053379893303, + 0.02236558496952057, + 0.2599790096282959, + 0.03222033381462097 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.011105629615485668 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011859057703986764 + ], + "opposite_logprob_tokens": [ + -6.751185894012451 + ], + "logprob_reward": -0.0011859057703986764, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011859057703986764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11738179624080658, + 0.1269502490758896, + 0.07346916943788528, + 0.08770643174648285, + 0.0757472813129425, + 0.05621794983744621, + 0.020613696426153183, + 0.06895941495895386, + 0.3274157643318176, + 0.045538246631622314 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.0011859057703986764 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00525687774643302 + ], + "opposite_logprob_tokens": [ + -5.255256652832031 + ], + "logprob_reward": -0.00525687774643302, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.00525687774643302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3036234974861145, + 0.09429194778203964, + 0.17361696064472198, + 0.050221722573041916, + 0.11469442397356033, + 0.021108385175466537, + 0.021561404690146446, + 0.06264948099851608, + 0.12270408868789673, + 0.03552813082933426 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.00525687774643302 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015143604250624776 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015143604250624776, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015143604250624776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3305923342704773, + 0.06396157294511795, + 0.09544168412685394, + 0.06499574333429337, + 0.12452862411737442, + 0.028673987835645676, + 0.023866934701800346, + 0.06077820062637329, + 0.15192998945713043, + 0.05523092299699783 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.0015143604250624776 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.", + "seed": 19524, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_1/index_4506_seed_19524_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08232174857985228, + "vlm_logprob": -0.08232174857985228, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.08232174857985228, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38672998547554016 + ], + "opposite_logprob_tokens": [ + -1.2617299556732178 + ], + "logprob_reward": -0.38672998547554016, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.38672998547554016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3639756739139557, + 0.09954210370779037, + 0.0791425034403801, + 0.05836525559425354, + 0.11164107173681259, + 0.029628990218043327, + 0.04150611534714699, + 0.054828252643346786, + 0.05048694089055061, + 0.11088314652442932 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.38672998547554016 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098556220531464 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098556220531464, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098556220531464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1348574459552765, + 0.2776511609554291, + 0.04364418983459473, + 0.09476335346698761, + 0.03127441555261612, + 0.017610011622309685, + 0.04662955552339554, + 0.14234773814678192, + 0.09957286715507507, + 0.11164917796850204 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.011098556220531464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011874536285176873 + ], + "opposite_logprob_tokens": [ + -6.751187324523926 + ], + "logprob_reward": -0.0011874536285176873, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011874536285176873, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22957421839237213, + 0.13616904616355896, + 0.04869598522782326, + 0.07299302518367767, + 0.04138607159256935, + 0.0224065613001585, + 0.07175260782241821, + 0.11773838847875595, + 0.22198322415351868, + 0.037300847470760345 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0011874536285176873 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079339310526848 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079339310526848, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079339310526848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24900881946086884, + 0.1683630347251892, + 0.0773048922419548, + 0.08760756254196167, + 0.10000984370708466, + 0.018744630739092827, + 0.025794286280870438, + 0.07398027926683426, + 0.10891731828451157, + 0.0902692899107933 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.011079339310526848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001513408264145255 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.001513408264145255, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001513408264145255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.146571546792984, + 0.09822790324687958, + 0.0679955780506134, + 0.07157789170742035, + 0.13335393369197845, + 0.02838902547955513, + 0.03254424035549164, + 0.13307124376296997, + 0.20471684634685516, + 0.08355174958705902 + ], + "top_frames": [ + 8, + 0, + 4 + ], + "selected_reward": -0.001513408264145255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, static wide-angle shot captures the immensity of two monolithic cooling towers, their weathered gray concrete surfaces rising from the ground and dominating the skyline. Vast swathes of white vapor billow from their vast circular openings, catching the cold, aimless light of the overcast dawn. Thick, voluminous steam spills over its edges, slowly pouring down its curved walls, merging into a dense, roiling ground fog that shrouds the sprawling industrial complex below. Partially hidden within the mist are the skeletal outlines of steel gantries, labyrinthine ductwork, and other indistinct structures, their forms softened and enigmatic by the thick haze. Rendered in a stark, desaturated palette of concrete gray, the bright white of steam, and the dark charcoal of wet metal, the scene creates an atmosphere of somber grandeur, hushed grandeur, and overwhelming industrial might.", + "seed": 19525, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_1/index_4506_seed_19525_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05908114406047389, + "vlm_logprob": -0.05908114406047389, + "vlm_yes_no_margin": 5.25, + "vlm_token_credit": -0.05908114406047389, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2845354974269867 + ], + "opposite_logprob_tokens": [ + -1.534535527229309 + ], + "logprob_reward": -0.2845354974269867, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2845354974269867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41681504249572754, + 0.0721171647310257, + 0.028890470042824745, + 0.030096879228949547, + 0.031104976311326027, + 0.02910894714295864, + 0.14636117219924927, + 0.05881843715906143, + 0.07055070251226425, + 0.11613617837429047 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.2845354974269867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022166224662214518 + ], + "opposite_logprob_tokens": [ + -6.127216815948486 + ], + "logprob_reward": -0.0022166224662214518, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022166224662214518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2709123194217682, + 0.2370189130306244, + 0.05694181099534035, + 0.08607760816812515, + 0.04085373133420944, + 0.02983955480158329, + 0.08477181941270828, + 0.07504340261220932, + 0.0341280959546566, + 0.08441275358200073 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0022166224662214518 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005005536950193346 + ], + "opposite_logprob_tokens": [ + -7.625500679016113 + ], + "logprob_reward": -0.0005005536950193346, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0005005536950193346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2941371500492096, + 0.11447008699178696, + 0.08666998893022537, + 0.1309220939874649, + 0.03576838597655296, + 0.042153485119342804, + 0.07801291346549988, + 0.05034848302602768, + 0.04800472408533096, + 0.11951267719268799 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.0005005536950193346 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954147316515446 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954147316515446, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954147316515446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.395788311958313, + 0.1394670009613037, + 0.03928280994296074, + 0.0422067753970623, + 0.03149646893143654, + 0.05416874215006828, + 0.049200039356946945, + 0.041998241096735, + 0.03909981623291969, + 0.1672917753458023 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005954147316515446 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle low, looking up at the subjects?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two large monolithic cooling towers visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is white vapor or steam billowing from the circular openings of the towers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment an industrial complex with visible steel gantries and ductwork partially hidden by fog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the color palette dominated by concrete gray, bright white steam, and dark charcoal wet metal?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002198899397626519 + ], + "opposite_logprob_tokens": [ + -6.127198696136475 + ], + "logprob_reward": -0.002198899397626519, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002198899397626519, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23977215588092804, + 0.08883067220449448, + 0.02533252350986004, + 0.028606871142983437, + 0.03593694418668747, + 0.055724117904901505, + 0.06580250710248947, + 0.10175077617168427, + 0.07635100185871124, + 0.28189241886138916 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.002198899397626519 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_10/index_tensor([3404, 3404])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_10/index_tensor([3404, 3404])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..58aa7cca528e3907fde33aa0018a98234fd5928a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_10/index_tensor([3404, 3404])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.", + "seed": 27823, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_10/index_3404_seed_27823_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05941112898290157, + "vlm_logprob": -0.05941112898290157, + "vlm_yes_no_margin": 3.125000023841858, + "vlm_token_credit": -0.05941112898290157, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1506270170211792 + ], + "opposite_logprob_tokens": [ + -2.0256271362304688 + ], + "logprob_reward": -0.1506270170211792, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1506270170211792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09933239221572876, + 0.16734856367111206, + 0.08030737936496735, + 0.10072697699069977, + 0.07015156000852585, + 0.1382005363702774, + 0.09221924841403961, + 0.14301475882530212, + 0.0870923399925232, + 0.0216062031686306 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.1506270170211792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0337274894118309 + ], + "opposite_logprob_tokens": [ + -3.4087274074554443 + ], + "logprob_reward": -0.0337274894118309, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0337274894118309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06515902280807495, + 0.10820988565683365, + 0.06629545986652374, + 0.08919700980186462, + 0.06934710592031479, + 0.09373028576374054, + 0.13473358750343323, + 0.22583657503128052, + 0.12098316848278046, + 0.026507871225476265 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.0337274894118309 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207091733813286 + ], + "opposite_logprob_tokens": [ + -2.812070846557617 + ], + "logprob_reward": -0.06207091733813286, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207091733813286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08384484797716141, + 0.09160750359296799, + 0.27247780561447144, + 0.07875743508338928, + 0.06173666566610336, + 0.10200946033000946, + 0.1281508505344391, + 0.12270860373973846, + 0.045256633311510086, + 0.013450209982693195 + ], + "top_frames": [ + 2, + 6, + 7 + ], + "selected_reward": -0.06207091733813286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038095809519290924 + ], + "opposite_logprob_tokens": [ + -3.288095712661743 + ], + "logprob_reward": -0.038095809519290924, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038095809519290924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15399840474128723, + 0.037901006639003754, + 0.058047808706760406, + 0.06251581758260727, + 0.0506313182413578, + 0.12195319682359695, + 0.07662820816040039, + 0.38804903626441956, + 0.015156937763094902, + 0.03511824458837509 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.038095809519290924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534411624073982 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.012534411624073982, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534411624073982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20834152400493622, + 0.10455411672592163, + 0.08480896800756454, + 0.04381078854203224, + 0.06031518056988716, + 0.0773310512304306, + 0.2026972472667694, + 0.10188376158475876, + 0.08567444235086441, + 0.030582943931221962 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.012534411624073982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.", + "seed": 27824, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_10/index_3404_seed_27824_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03997580837458372, + "vlm_logprob": -0.03997580837458372, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03997580837458372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12084599584341049 + ], + "opposite_logprob_tokens": [ + -2.2458460330963135 + ], + "logprob_reward": -0.12084599584341049, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12084599584341049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08556144684553146, + 0.4108722507953644, + 0.15900351107120514, + 0.050362516194581985, + 0.08731668442487717, + 0.07279856503009796, + 0.044601671397686005, + 0.03112390823662281, + 0.03280390799045563, + 0.025555608794093132 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.12084599584341049 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012561016716063023 + ], + "opposite_logprob_tokens": [ + -4.387560844421387 + ], + "logprob_reward": -0.012561016716063023, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012561016716063023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08826351910829544, + 0.3820759356021881, + 0.05735144764184952, + 0.062078990042209625, + 0.025632759556174278, + 0.054334696382284164, + 0.14962565898895264, + 0.04403439536690712, + 0.10495994240045547, + 0.03164263069629669 + ], + "top_frames": [ + 1, + 6, + 8 + ], + "selected_reward": -0.012561016716063023 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982979454100132 + ], + "opposite_logprob_tokens": [ + -3.529829740524292 + ], + "logprob_reward": -0.02982979454100132, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982979454100132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17103245854377747, + 0.3510785698890686, + 0.06347567588090897, + 0.11951630562543869, + 0.018646692857146263, + 0.03895017132163048, + 0.1076638400554657, + 0.07304251939058304, + 0.028845656663179398, + 0.02774818055331707 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.02982979454100132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058078907430172 + ], + "opposite_logprob_tokens": [ + -3.895580768585205 + ], + "logprob_reward": -0.02058078907430172, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058078907430172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13569848239421844, + 0.2698739469051361, + 0.09700697660446167, + 0.07616037875413895, + 0.033964820206165314, + 0.06868177652359009, + 0.09203492105007172, + 0.14915898442268372, + 0.028636351227760315, + 0.04878346249461174 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.02058078907430172 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606144569814205 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606144569814205, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606144569814205, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23085540533065796, + 0.10612087696790695, + 0.12135044485330582, + 0.09557252377271652, + 0.05116327852010727, + 0.06150517240166664, + 0.12582147121429443, + 0.13222256302833557, + 0.024193905293941498, + 0.05119442939758301 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.01606144569814205 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.", + "seed": 27825, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_10/index_3404_seed_27825_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09727357178926468, + "vlm_logprob": -0.09727357178926468, + "vlm_yes_no_margin": 2.55, + "vlm_token_credit": -0.09727357178926468, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11785360425710678 + ], + "opposite_logprob_tokens": [ + -2.2428536415100098 + ], + "logprob_reward": -0.11785360425710678, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11785360425710678, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1359882354736328, + 0.19151002168655396, + 0.06178150698542595, + 0.04609634727239609, + 0.06409908086061478, + 0.055898524820804596, + 0.18187987804412842, + 0.13514631986618042, + 0.033040326088666916, + 0.09455975890159607 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.11785360425710678 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17997081577777863 + ], + "opposite_logprob_tokens": [ + -1.8049708604812622 + ], + "logprob_reward": -0.17997081577777863, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17997081577777863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17498570680618286, + 0.12984909117221832, + 0.11105674505233765, + 0.05831697955727577, + 0.06700830906629562, + 0.05019468069076538, + 0.08925345540046692, + 0.057256486266851425, + 0.09027498215436935, + 0.1718035638332367 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.17997081577777863 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12713098526000977 + ], + "opposite_logprob_tokens": [ + -2.1271309852600098 + ], + "logprob_reward": -0.12713098526000977, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12713098526000977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10713337361812592, + 0.15897753834724426, + 0.1633583903312683, + 0.03500572592020035, + 0.05099928751587868, + 0.08332552015781403, + 0.1599513441324234, + 0.08472534269094467, + 0.020496545359492302, + 0.13602696359157562 + ], + "top_frames": [ + 2, + 6, + 1 + ], + "selected_reward": -0.12713098526000977 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381166934967041 + ], + "opposite_logprob_tokens": [ + -3.288116693496704 + ], + "logprob_reward": -0.0381166934967041, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381166934967041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23727287352085114, + 0.14465180039405823, + 0.10375751554965973, + 0.062410254031419754, + 0.0893726497888565, + 0.07325473427772522, + 0.12575531005859375, + 0.0757254883646965, + 0.01721283048391342, + 0.07058655470609665 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.0381166934967041 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329576015472412 + ], + "opposite_logprob_tokens": [ + -3.7732958793640137 + ], + "logprob_reward": -0.02329576015472412, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329576015472412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18434090912342072, + 0.12900470197200775, + 0.07729143649339676, + 0.03968483954668045, + 0.04862377420067787, + 0.12066405266523361, + 0.21717099845409393, + 0.12050890177488327, + 0.02354532666504383, + 0.03916506469249725 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.02329576015472412 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "From a static, first-person perspective, an extreme close-up captures an ornate hairpin, precariously balanced on the rounded, polished edge of a dark wooden dressing table. The scene is rendered in the style of a Renaissance painting, defined by dramatic black-and-white lighting and rich, pronounced textures. The hairpin itself is a masterpiece of classical detail, its body carved from a single block of deep, opalescent jade into an intricate floral pattern. A delicate silver chain tassel dangles from its silver base, swaying slowly and captivatingly. As it moves, an intense, warm light, like that from a nearby candle, illuminates the polished surface; it illuminates the jade's translucent depths, causing it to glow from within, and casts sharp, fleeting gleams on the meticulously crafted silver. The hairpin's hesitant movements, its gentle, rhythmic movements casting deep, soft shadows against the smooth surface of the dressing table and the velvety darkness of the out-of-focus background, create a profound sense of tension and fragile beauty.", + "seed": 27826, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_10/index_3404_seed_27826_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.057821875996887685, + "vlm_logprob": -0.057821875996887685, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.057821875996887685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1260412484407425 + ], + "opposite_logprob_tokens": [ + -2.2510411739349365 + ], + "logprob_reward": -0.1260412484407425, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1260412484407425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17999425530433655, + 0.12144283205270767, + 0.04783645644783974, + 0.029444757848978043, + 0.027307242155075073, + 0.05899938568472862, + 0.1445511132478714, + 0.05903160572052002, + 0.2687828540802002, + 0.06260952353477478 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.1260412484407425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038128629326820374 + ], + "opposite_logprob_tokens": [ + -3.288128614425659 + ], + "logprob_reward": -0.038128629326820374, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038128629326820374, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22600117325782776, + 0.20182089507579803, + 0.06880414485931396, + 0.020986855030059814, + 0.024081889539957047, + 0.04889247566461563, + 0.1642339825630188, + 0.07794579118490219, + 0.11724233627319336, + 0.0499904602766037 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.038128629326820374 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08910881727933884 + ], + "opposite_logprob_tokens": [ + -2.46410870552063 + ], + "logprob_reward": -0.08910881727933884, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08910881727933884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1580696702003479, + 0.3018949627876282, + 0.05878432095050812, + 0.03575655445456505, + 0.0662192851305008, + 0.10084327310323715, + 0.05126931145787239, + 0.0687016099691391, + 0.05076976865530014, + 0.10769122838973999 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.08910881727933884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023291800171136856 + ], + "opposite_logprob_tokens": [ + -3.773291826248169 + ], + "logprob_reward": -0.023291800171136856, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023291800171136856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11348394304513931, + 0.2577202022075653, + 0.03157636523246765, + 0.053098537027835846, + 0.03881224989891052, + 0.07703835517168045, + 0.07675130665302277, + 0.10577129572629929, + 0.0743899941444397, + 0.17135782539844513 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.023291800171136856 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a static, first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot an extreme close-up of an ornate hairpin balanced on a dark wooden dressing table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the hairpin carved from deep opalescent jade with an intricate floral pattern and a silver base with a dangling silver chain tassel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene rendered in a Renaissance painting style with dramatic black-and-white lighting and rich textures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a warm light source illuminate the jade causing it to glow from within and cast sharp gleams on the silver?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253888476639986 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.01253888476639986, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253888476639986, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10721292346715927, + 0.20978811383247375, + 0.030548298731446266, + 0.0322360061109066, + 0.04416724666953087, + 0.08712145686149597, + 0.10761307179927826, + 0.15938881039619446, + 0.07044418901205063, + 0.15147985517978668 + ], + "top_frames": [ + 1, + 7, + 9 + ], + "selected_reward": -0.01253888476639986 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_11/index_tensor([6252, 6252])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_11/index_tensor([6252, 6252])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b0d685f82fca5c307893ce6b8052f3360ef71b35 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_11/index_tensor([6252, 6252])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, tight tracking shot dynamically follows the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera locks onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines that suggest massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a backdrop of a polluted sky, emphasizing the craft’s intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.", + "seed": 8027, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_11/index_6252_seed_8027_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.17442486565560103, + "vlm_logprob": -0.17442486565560103, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.17442486565560103, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28944534063339233 + ], + "opposite_logprob_tokens": [ + -1.414445400238037 + ], + "logprob_reward": -0.28944534063339233, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28944534063339233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1484377384185791, + 0.018708452582359314, + 0.0724683552980423, + 0.3459092378616333, + 0.03345760703086853, + 0.16986393928527832, + 0.0329124853014946, + 0.11144781857728958, + 0.02662774920463562, + 0.04016663879156113 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.28944534063339233 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134269416332245 + ], + "opposite_logprob_tokens": [ + -1.3134269714355469 + ], + "logprob_reward": -0.3134269416332245, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134269416332245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06463775038719177, + 0.052507802844047546, + 0.10583033412694931, + 0.10344148427248001, + 0.20020462572574615, + 0.07509061694145203, + 0.03145664557814598, + 0.07124422490596771, + 0.024925990030169487, + 0.2706605792045593 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.3134269416332245 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644677042961121 + ], + "opposite_logprob_tokens": [ + -5.379644870758057 + ], + "logprob_reward": -0.004644677042961121, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644677042961121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06026371940970421, + 0.08874326199293137, + 0.06158468872308731, + 0.1778557151556015, + 0.06348514556884766, + 0.11041819304227829, + 0.07064976543188095, + 0.03207944706082344, + 0.09560009837150574, + 0.23931990563869476 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.004644677042961121 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25206801295280457 + ], + "opposite_logprob_tokens": [ + -1.502068042755127 + ], + "logprob_reward": -0.25206801295280457, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25206801295280457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05112665891647339, + 0.02209250070154667, + 0.030949922278523445, + 0.1434212028980255, + 0.02871784195303917, + 0.0953497439622879, + 0.04339442402124405, + 0.08506033569574356, + 0.10664244741201401, + 0.3932449221611023 + ], + "top_frames": [ + 9, + 3, + 8 + ], + "selected_reward": -0.25206801295280457 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539356015622616 + ], + "opposite_logprob_tokens": [ + -4.387539386749268 + ], + "logprob_reward": -0.012539356015622616, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539356015622616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037461426109075546, + 0.03383031487464905, + 0.05982407182455063, + 0.13376013934612274, + 0.039819907397031784, + 0.11676447838544846, + 0.05885864421725273, + 0.07156245410442352, + 0.10125090181827545, + 0.3468676507472992 + ], + "top_frames": [ + 9, + 3, + 5 + ], + "selected_reward": -0.012539356015622616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tight tracking shot dynamically follows the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera locks onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines that suggest massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a backdrop of a polluted sky, emphasizing the craft’s intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.", + "seed": 8028, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_11/index_6252_seed_8028_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08925910275429487, + "vlm_logprob": -0.08925910275429487, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.08925910275429487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.26270246505737305 + ], + "opposite_logprob_tokens": [ + -1.512702465057373 + ], + "logprob_reward": -0.26270246505737305, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.26270246505737305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1862165331840515, + 0.11558833718299866, + 0.09703166037797928, + 0.0367315411567688, + 0.07709991931915283, + 0.0866580381989479, + 0.0521526001393795, + 0.12116487324237823, + 0.04512077942490578, + 0.1822357177734375 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.26270246505737305 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291616410017014 + ], + "opposite_logprob_tokens": [ + -2.2379162311553955 + ], + "logprob_reward": -0.11291616410017014, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291616410017014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12350943684577942, + 0.19743593037128448, + 0.07988625764846802, + 0.06736700981855392, + 0.0355583131313324, + 0.03278069570660591, + 0.3124453127384186, + 0.04614897444844246, + 0.02497657760977745, + 0.07989146560430527 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.11291616410017014 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004642304033041 + ], + "opposite_logprob_tokens": [ + -5.379642486572266 + ], + "logprob_reward": -0.004642304033041, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004642304033041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03560972213745117, + 0.029967788606882095, + 0.025392288342118263, + 0.04851984977722168, + 0.028353221714496613, + 0.20897960662841797, + 0.486818790435791, + 0.05143841356039047, + 0.0376715250313282, + 0.04724884778261185 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.004642304033041 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011080282740294933 + ], + "opposite_logprob_tokens": [ + -4.511080265045166 + ], + "logprob_reward": -0.011080282740294933, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011080282740294933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09058269113302231, + 0.1648055613040924, + 0.03401114419102669, + 0.03619898855686188, + 0.024834519252181053, + 0.06474378705024719, + 0.41738584637641907, + 0.08029492199420929, + 0.012644360773265362, + 0.0744982659816742 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.011080282740294933 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054954297840595245 + ], + "opposite_logprob_tokens": [ + -2.9299542903900146 + ], + "logprob_reward": -0.054954297840595245, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054954297840595245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15487149357795715, + 0.40056490898132324, + 0.06729419529438019, + 0.04054303467273712, + 0.026001468300819397, + 0.04786596819758415, + 0.06829121708869934, + 0.04356968775391579, + 0.015729473903775215, + 0.13526856899261475 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.054954297840595245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tight tracking shot dynamically follows the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera locks onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines that suggest massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a backdrop of a polluted sky, emphasizing the craft’s intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.", + "seed": 8029, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_11/index_6252_seed_8029_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07531931390985847, + "vlm_logprob": -0.07531931390985847, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.07531931390985847, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.13513971865177155 + ], + "opposite_logprob_tokens": [ + -2.1351397037506104 + ], + "logprob_reward": -0.13513971865177155, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.13513971865177155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08580153435468674, + 0.15966235101222992, + 0.12199211120605469, + 0.05250803753733635, + 0.14183801412582397, + 0.05606036260724068, + 0.0838475450873375, + 0.08497166633605957, + 0.17275464534759521, + 0.04056370630860329 + ], + "top_frames": [ + 8, + 1, + 4 + ], + "selected_reward": -0.13513971865177155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987680435180664 + ], + "opposite_logprob_tokens": [ + -1.8048768043518066 + ], + "logprob_reward": -0.17987680435180664, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987680435180664, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1646684855222702, + 0.20159690082073212, + 0.0773162767291069, + 0.11980641633272171, + 0.18173423409461975, + 0.019384898245334625, + 0.031105972826480865, + 0.15075695514678955, + 0.02918936312198639, + 0.024440493434667587 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.17987680435180664 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005962205585092306 + ], + "opposite_logprob_tokens": [ + -5.130962371826172 + ], + "logprob_reward": -0.005962205585092306, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005962205585092306, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05047944560647011, + 0.10110624879598618, + 0.08164336532354355, + 0.08892818540334702, + 0.4048539400100708, + 0.05610810965299606, + 0.06873513013124466, + 0.09172249585390091, + 0.023844897747039795, + 0.032578226178884506 + ], + "top_frames": [ + 4, + 1, + 7 + ], + "selected_reward": -0.005962205585092306 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547360733151436 + ], + "opposite_logprob_tokens": [ + -4.387547492980957 + ], + "logprob_reward": -0.012547360733151436, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547360733151436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07470109313726425, + 0.1887572854757309, + 0.19159181416034698, + 0.12112666666507721, + 0.06700190156698227, + 0.08618762344121933, + 0.052821751683950424, + 0.062034279108047485, + 0.10520291328430176, + 0.050574664026498795 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.012547360733151436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430704802274704 + ], + "opposite_logprob_tokens": [ + -3.1680705547332764 + ], + "logprob_reward": -0.0430704802274704, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430704802274704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270754039287567, + 0.10463571548461914, + 0.04317083954811096, + 0.1241677924990654, + 0.3079167902469635, + 0.09290799498558044, + 0.0644073337316513, + 0.05548534542322159, + 0.05202426388859749, + 0.02820848673582077 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.0430704802274704 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, tight tracking shot dynamically follows the vast curvature of a massive, ring-shaped vessel as it hurtles through the upper atmosphere of a dystopian sci-fi world at tremendous speed. The camera locks onto the hull, revealing a surface composed of vast, interlocking plates of dark, polished molybdenum alloy, intricately detailed with intricate gray patterns and deep panel lines that suggest massive, brutal engineering. Harsh, unfiltered sunlight from directly above the rake strikes the polished metal, creating a dazzling, bright, mirror-like sheen that spreads rapidly along its curves while casting recessed mechanical details into deep, absolute shadows. The ship moves in an unsettling silence, its powerful repulsorgravity engines leaving no visible trace except for shimmering ripples of refraction in the thin air behind it, which subtly distort the view of the sickly ochre haze blanketing the distant world. The scene is dominated by a cold, high-contrast color palette, set against a backdrop of a polluted sky, emphasizing the craft’s intimidating scale and silent, overwhelming power, creating an atmosphere of awe mingled with oppressive dread.", + "seed": 8030, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_11/index_6252_seed_8030_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02782323807477951, + "vlm_logprob": -0.02782323807477951, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.02782323807477951, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029160328209400177 + ], + "opposite_logprob_tokens": [ + -3.779160261154175 + ], + "logprob_reward": -0.029160328209400177, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.029160328209400177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13261930644512177, + 0.06712893396615982, + 0.08991855382919312, + 0.07410360127687454, + 0.4228458106517792, + 0.04554237052798271, + 0.02580190822482109, + 0.04479272663593292, + 0.06031366437673569, + 0.03693312034010887 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.029160328209400177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896410673856735 + ], + "opposite_logprob_tokens": [ + -2.5789639949798584 + ], + "logprob_reward": -0.07896410673856735, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896410673856735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10672412067651749, + 0.09113544225692749, + 0.07996433228254318, + 0.04399283602833748, + 0.35622861981391907, + 0.07594233006238937, + 0.08158107101917267, + 0.0386510044336319, + 0.07348261028528214, + 0.05229764059185982 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.07896410673856735 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097400698810816 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097400698810816, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097400698810816, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09573030471801758, + 0.05367612838745117, + 0.03108685277402401, + 0.06606374680995941, + 0.13526728749275208, + 0.15744586288928986, + 0.17122222483158112, + 0.05251513794064522, + 0.18685542047023773, + 0.05013706907629967 + ], + "top_frames": [ + 8, + 6, + 5 + ], + "selected_reward": -0.004097400698810816 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036139669828116894 + ], + "opposite_logprob_tokens": [ + -5.6286139488220215 + ], + "logprob_reward": -0.0036139669828116894, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036139669828116894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29474082589149475, + 0.08691883832216263, + 0.05778379738330841, + 0.19886992871761322, + 0.09850236773490906, + 0.06135307997465134, + 0.056469254195690155, + 0.03319708630442619, + 0.05431089922785759, + 0.057853855192661285 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.0036139669828116894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a low angle looking up at the vessel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the vessel shaped as a massive ring?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the vessel's hull surface composed of dark, polished metal plates with gray patterns and panel lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene feature harsh sunlight from above creating bright reflections and deep shadows on the metal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a sickly ochre haze and polluted sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023280387744307518 + ], + "opposite_logprob_tokens": [ + -3.773280382156372 + ], + "logprob_reward": -0.023280387744307518, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023280387744307518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3885136842727661, + 0.05510079115629196, + 0.07491497695446014, + 0.061614740639925, + 0.18058593571186066, + 0.06324741244316101, + 0.0393940769135952, + 0.024807726964354515, + 0.05931825190782547, + 0.05250239744782448 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.023280387744307518 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_12/index_tensor([9258, 9258])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_12/index_tensor([9258, 9258])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1f2aa32f078b6b4877e1da63cfd170c87dcb17c1 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_12/index_tensor([9258, 9258])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.", + "seed": 5214, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_12/index_9258_seed_5214_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.15320633901283146, + "vlm_logprob": -0.15320633901283146, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.15320633901283146, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17059221863746643 + ], + "opposite_logprob_tokens": [ + -2.2955923080444336 + ], + "logprob_reward": -0.17059221863746643, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.17059221863746643, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23794151842594147, + 0.09433121234178543, + 0.11901573836803436, + 0.07495983690023422, + 0.05337972566485405, + 0.07091536372900009, + 0.07068754732608795, + 0.031224176287651062, + 0.08214669674634933, + 0.1653982400894165 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.17059221863746643 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47438883781433105 + ], + "opposite_logprob_tokens": [ + -0.974388837814331 + ], + "logprob_reward": -0.47438883781433105, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47438883781433105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16926172375679016, + 0.055990204215049744, + 0.10036777704954147, + 0.08331149071455002, + 0.09698081761598587, + 0.12507887184619904, + 0.1703197956085205, + 0.12118978053331375, + 0.044867828488349915, + 0.03263168781995773 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.47438883781433105 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641592036932707 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641592036932707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641592036932707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2097511887550354, + 0.19482852518558502, + 0.16073812544345856, + 0.04123104736208916, + 0.03374477103352547, + 0.21274280548095703, + 0.037356942892074585, + 0.04518825188279152, + 0.028047580271959305, + 0.03637084737420082 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.004641592036932707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016075758263468742 + ], + "opposite_logprob_tokens": [ + -4.141075611114502 + ], + "logprob_reward": -0.016075758263468742, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016075758263468742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31229302287101746, + 0.17813320457935333, + 0.18582738935947418, + 0.06559867411851883, + 0.03668573126196861, + 0.06124875694513321, + 0.06251095235347748, + 0.0339478999376297, + 0.025902368128299713, + 0.037851955741643906 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.016075758263468742 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033328831195831 + ], + "opposite_logprob_tokens": [ + -2.3503332138061523 + ], + "logprob_reward": -0.10033328831195831, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033328831195831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14003685116767883, + 0.08333767205476761, + 0.1542528122663498, + 0.10369805246591568, + 0.0841384008526802, + 0.04787256196141243, + 0.2149234265089035, + 0.02727079764008522, + 0.042435117065906525, + 0.10203433036804199 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.10033328831195831 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.", + "seed": 5215, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_12/index_9258_seed_5215_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.11507610576227308, + "vlm_logprob": -0.11507610576227308, + "vlm_yes_no_margin": 2.75, + "vlm_token_credit": -0.11507610576227308, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2393924593925476 + ], + "opposite_logprob_tokens": [ + -1.7393925189971924 + ], + "logprob_reward": -0.2393924593925476, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2393924593925476, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2142038494348526, + 0.11482489109039307, + 0.08823420107364655, + 0.07820404320955276, + 0.10327651351690292, + 0.10579071193933487, + 0.14874142408370972, + 0.02969943918287754, + 0.05268057808279991, + 0.0643443763256073 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.2393924593925476 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016543298959732 + ], + "opposite_logprob_tokens": [ + -1.701654314994812 + ], + "logprob_reward": -0.2016543298959732, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016543298959732, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13443613052368164, + 0.277415007352829, + 0.08073168992996216, + 0.14329707622528076, + 0.10043492168188095, + 0.05334637686610222, + 0.10420512408018112, + 0.04043601080775261, + 0.026984527707099915, + 0.038713157176971436 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.2016543298959732 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635456044226885 + ], + "opposite_logprob_tokens": [ + -4.882635593414307 + ], + "logprob_reward": -0.007635456044226885, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635456044226885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19657082855701447, + 0.0480961836874485, + 0.08370072394609451, + 0.06999760866165161, + 0.12143971025943756, + 0.3331642150878906, + 0.028719305992126465, + 0.07686924934387207, + 0.01687571592628956, + 0.024566438049077988 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.007635456044226885 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363378390669823 + ], + "opposite_logprob_tokens": [ + -3.6513633728027344 + ], + "logprob_reward": -0.026363378390669823, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363378390669823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24004870653152466, + 0.1628374457359314, + 0.08974873274564743, + 0.11022661626338959, + 0.19360989332199097, + 0.0511179082095623, + 0.0781068503856659, + 0.03411766514182091, + 0.0193619541823864, + 0.02082420326769352 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.026363378390669823 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033490508794785 + ], + "opposite_logprob_tokens": [ + -2.350334882736206 + ], + "logprob_reward": -0.10033490508794785, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033490508794785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25729483366012573, + 0.07026251405477524, + 0.1503409445285797, + 0.0376322902739048, + 0.14479587972164154, + 0.12972572445869446, + 0.05579299107193947, + 0.042746782302856445, + 0.029026735574007034, + 0.08238127827644348 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.10033490508794785 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.", + "seed": 5216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_12/index_9258_seed_5216_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17974743181839586, + "vlm_logprob": -0.17974743181839586, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.17974743181839586, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19070777297019958 + ], + "opposite_logprob_tokens": [ + -1.940707802772522 + ], + "logprob_reward": -0.19070777297019958, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.19070777297019958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11591196060180664, + 0.025205522775650024, + 0.11932102590799332, + 0.1417505294084549, + 0.05193762853741646, + 0.07133819162845612, + 0.02832229621708393, + 0.1560983806848526, + 0.24376243352890015, + 0.04635205492377281 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.19070777297019958 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234374403953552 + ], + "opposite_logprob_tokens": [ + -0.8984374403953552 + ], + "logprob_reward": -0.5234374403953552, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234374403953552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26223224401474, + 0.09582515805959702, + 0.10286759585142136, + 0.0261791180819273, + 0.08909181505441666, + 0.04285263270139694, + 0.1967475712299347, + 0.04475947842001915, + 0.09912069141864777, + 0.04032370075583458 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.5234374403953552 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953317973762751 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953317973762751, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953317973762751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2795323431491852, + 0.04285098984837532, + 0.026183251291513443, + 0.0668315514922142, + 0.16541562974452972, + 0.30421194434165955, + 0.02478327788412571, + 0.04088132083415985, + 0.026240656152367592, + 0.023069117218255997 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.005953317973762751 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819620095193386 + ], + "opposite_logprob_tokens": [ + -4.018196105957031 + ], + "logprob_reward": -0.01819620095193386, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819620095193386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10778022557497025, + 0.23426194489002228, + 0.19947025179862976, + 0.09137759357690811, + 0.017159894108772278, + 0.1316635012626648, + 0.06390507519245148, + 0.029918845742940903, + 0.08855141699314117, + 0.03591126948595047 + ], + "top_frames": [ + 1, + 2, + 5 + ], + "selected_reward": -0.01819620095193386 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16044242680072784 + ], + "opposite_logprob_tokens": [ + -1.9104424715042114 + ], + "logprob_reward": -0.16044242680072784, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16044242680072784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3470489978790283, + 0.0338788740336895, + 0.033376775681972504, + 0.039291590452194214, + 0.040205422788858414, + 0.061024222522974014, + 0.1034836620092392, + 0.02026473917067051, + 0.24495182931423187, + 0.07647386938333511 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.16044242680072784 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot captures the scene with the cool clarity of a clinical academic journal. Under flat, bright, shadowless studio lighting, a mother cat—a domestic shorthair with a distinct calico pattern of white, orange, and black spots—is positioned within the geometric confines of a modern cat scratching board constructed from corrugated cardboard and shiso. Her body curls protectively around a litter of kittens. With precise, instinctive movements, she meticulously grooms one kitten, her head tilted and her tiny pink tongue methodically licking its fur. The groomed kitten limp contentedly, its eyes closed. Meanwhile, its siblings snuggle nearby; one kitten's paws cling uncoordinated to the board's grainy, woven shiso surface, while another sleeps soundly in a compact ball. The high-key lighting reveals every detail, from the texture of the mother's fur to the individual fibers of the scratching board, with surreal clarity, creating an atmosphere of sterile objectivity and detached observation of natural, instinctive behavior.", + "seed": 5217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_12/index_9258_seed_5217_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24333637915551662, + "vlm_logprob": -0.24333637915551662, + "vlm_yes_no_margin": 1.975, + "vlm_token_credit": -0.24333637915551662, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.23067604005336761 + ], + "opposite_logprob_tokens": [ + -1.7306760549545288 + ], + "logprob_reward": -0.23067604005336761, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.23067604005336761, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13707639276981354, + 0.06361056119203568, + 0.11488854140043259, + 0.06065957993268967, + 0.06238669529557228, + 0.045314591377973557, + 0.061457060277462006, + 0.12849648296833038, + 0.16296954452991486, + 0.16314056515693665 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.23067604005336761 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6934563517570496 + ], + "opposite_logprob_tokens": [ + -0.6934563517570496 + ], + "logprob_reward": -0.6934563517570496, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6934563517570496, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20909416675567627, + 0.09725867211818695, + 0.1020662933588028, + 0.1908842772245407, + 0.03451157361268997, + 0.050835009664297104, + 0.051488496363162994, + 0.07749897241592407, + 0.11163919419050217, + 0.07472340017557144 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.6934563517570496 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864966869354248 + ], + "opposite_logprob_tokens": [ + -3.048649787902832 + ], + "logprob_reward": -0.04864966869354248, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864966869354248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07507415115833282, + 0.09259401261806488, + 0.1556548774242401, + 0.04173272103071213, + 0.07765158265829086, + 0.07447517663240433, + 0.2785063087940216, + 0.10780812054872513, + 0.06328519433736801, + 0.03321778401732445 + ], + "top_frames": [ + 6, + 2, + 7 + ], + "selected_reward": -0.04864966869354248 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200648948550224 + ], + "opposite_logprob_tokens": [ + -4.018200874328613 + ], + "logprob_reward": -0.018200648948550224, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018200648948550224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06251704692840576, + 0.06843463331460953, + 0.02364991046488285, + 0.06126467511057854, + 0.06996364891529083, + 0.08096016198396683, + 0.06503569334745407, + 0.5167096257209778, + 0.019237877801060677, + 0.03222677856683731 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.018200648948550224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static, eye-level medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the lighting flat, bright, and shadowless, resembling a clinical academic journal?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the main subject a mother cat with a calico pattern of white, orange, and black spots?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the mother cat grooming a kitten with her tongue while the kitten lies limp with eyes closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set within a modern cat scratching board made of corrugated cardboard and shiso?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22569918632507324 + ], + "opposite_logprob_tokens": [ + -1.6006991863250732 + ], + "logprob_reward": -0.22569918632507324, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22569918632507324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21137851476669312, + 0.2192387878894806, + 0.10314533859491348, + 0.06271035969257355, + 0.03129907697439194, + 0.05384484678506851, + 0.06473574787378311, + 0.11026497185230255, + 0.0887429416179657, + 0.05463942512869835 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.22569918632507324 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_13/index_tensor([6184, 6184])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_13/index_tensor([6184, 6184])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..bb6dc3d9863a561ec03aca42b69f557898767e97 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_13/index_tensor([6184, 6184])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.", + "seed": 13845, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_13/index_6184_seed_13845_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1167601483874023, + "vlm_logprob": -0.1167601483874023, + "vlm_yes_no_margin": 3.225, + "vlm_token_credit": -0.1167601483874023, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006355668883770704 + ], + "opposite_logprob_tokens": [ + -6.3813557624816895 + ], + "logprob_reward": -0.006355668883770704, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.006355668883770704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07619401067495346, + 0.03458229824900627, + 0.046909261494874954, + 0.12177043408155441, + 0.07097452878952026, + 0.03211575374007225, + 0.10598327219486237, + 0.09122812002897263, + 0.295637309551239, + 0.1246049627661705 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.006355668883770704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288972318172455 + ], + "opposite_logprob_tokens": [ + -1.0538972616195679 + ], + "logprob_reward": -0.4288972318172455, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288972318172455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03569893166422844, + 0.12952958047389984, + 0.16968297958374023, + 0.07076951116323471, + 0.031051473692059517, + 0.04118591547012329, + 0.39343252778053284, + 0.04408169537782669, + 0.0284892488270998, + 0.05607819929718971 + ], + "top_frames": [ + 6, + 2, + 1 + ], + "selected_reward": -0.4288972318172455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029837315902113914 + ], + "opposite_logprob_tokens": [ + -3.5298373699188232 + ], + "logprob_reward": -0.029837315902113914, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029837315902113914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17930105328559875, + 0.27622199058532715, + 0.0661458671092987, + 0.08708979934453964, + 0.040277764201164246, + 0.03328903391957283, + 0.17027318477630615, + 0.0813991129398346, + 0.024497291073203087, + 0.041504938155412674 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.029837315902113914 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005427032709122 + ], + "opposite_logprob_tokens": [ + -2.695054292678833 + ], + "logprob_reward": -0.07005427032709122, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005427032709122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09033384174108505, + 0.11852717399597168, + 0.2493385374546051, + 0.12904787063598633, + 0.056798502802848816, + 0.059895746409893036, + 0.03911656141281128, + 0.10878371447324753, + 0.06823374330997467, + 0.07992427796125412 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.07005427032709122 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865625500679016 + ], + "opposite_logprob_tokens": [ + -3.0486562252044678 + ], + "logprob_reward": -0.04865625500679016, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865625500679016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07587052136659622, + 0.08588863164186478, + 0.136427640914917, + 0.14228397607803345, + 0.22685086727142334, + 0.07094180583953857, + 0.10575734078884125, + 0.028646940365433693, + 0.07626473903656006, + 0.051067549735307693 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.04865625500679016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.", + "seed": 13846, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_13/index_6184_seed_13846_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.175296622607857, + "vlm_logprob": -0.175296622607857, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.175296622607857, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007458933163434267 + ], + "opposite_logprob_tokens": [ + -5.2574591636657715 + ], + "logprob_reward": -0.007458933163434267, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007458933163434267, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6335089206695557, + 0.14627914130687714, + 0.042426273226737976, + 0.028605304658412933, + 0.0293728057295084, + 0.029692726209759712, + 0.039680127054452896, + 0.00830876361578703, + 0.01906871236860752, + 0.023057175800204277 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.007458933163434267 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47427254915237427 + ], + "opposite_logprob_tokens": [ + -0.9742725491523743 + ], + "logprob_reward": -0.47427254915237427, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47427254915237427, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4519781768321991, + 0.099742591381073, + 0.05764658749103546, + 0.037401165813207626, + 0.028954992070794106, + 0.09256289154291153, + 0.14149631559848785, + 0.018289215862751007, + 0.03806418925523758, + 0.03386388346552849 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.47427254915237427 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3135375380516052 + ], + "opposite_logprob_tokens": [ + -1.31353759765625 + ], + "logprob_reward": -0.3135375380516052, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3135375380516052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3733803927898407, + 0.09922606498003006, + 0.08997402340173721, + 0.09026837348937988, + 0.07815636694431305, + 0.03160766139626503, + 0.027522381395101547, + 0.056829169392585754, + 0.11165222525596619, + 0.0413832925260067 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.3135375380516052 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310279339551926 + ], + "opposite_logprob_tokens": [ + -3.168102741241455 + ], + "logprob_reward": -0.04310279339551926, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310279339551926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.423859179019928, + 0.09411648660898209, + 0.07479317486286163, + 0.08044348657131195, + 0.08267761766910553, + 0.05145719274878502, + 0.06409768760204315, + 0.05192572996020317, + 0.03402816504240036, + 0.04260137304663658 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04310279339551926 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811129927635193 + ], + "opposite_logprob_tokens": [ + -3.2881112098693848 + ], + "logprob_reward": -0.03811129927635193, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811129927635193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20575129985809326, + 0.12229052186012268, + 0.16905447840690613, + 0.10841457545757294, + 0.08260557055473328, + 0.02917531691491604, + 0.025918150320649147, + 0.06927545368671417, + 0.11604523658752441, + 0.07146938145160675 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.03811129927635193 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.", + "seed": 13847, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_13/index_6184_seed_13847_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09822924546897412, + "vlm_logprob": -0.09822924546897412, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.09822924546897412, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04000909626483917 + ], + "opposite_logprob_tokens": [ + -3.290009021759033 + ], + "logprob_reward": -0.04000909626483917, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04000909626483917, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08465953171253204, + 0.057868774980306625, + 0.29922497272491455, + 0.1401369869709015, + 0.052124034613370895, + 0.050670772790908813, + 0.06119883060455322, + 0.15563523769378662, + 0.04726345092058182, + 0.051217444241046906 + ], + "top_frames": [ + 2, + 7, + 3 + ], + "selected_reward": -0.04000909626483917 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28134241700172424 + ], + "opposite_logprob_tokens": [ + -1.4063423871994019 + ], + "logprob_reward": -0.28134241700172424, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28134241700172424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07925010472536087, + 0.10569462180137634, + 0.27798742055892944, + 0.07577227801084518, + 0.047117508947849274, + 0.08949631452560425, + 0.07956697791814804, + 0.07376159727573395, + 0.05686015635728836, + 0.11449301242828369 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.28134241700172424 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036531090736389 + ], + "opposite_logprob_tokens": [ + -2.350365400314331 + ], + "logprob_reward": -0.10036531090736389, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036531090736389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06833218038082123, + 0.04596894234418869, + 0.08254494518041611, + 0.28385573625564575, + 0.14431139826774597, + 0.04248161241412163, + 0.03626008331775665, + 0.040051523596048355, + 0.13106055557727814, + 0.12513300776481628 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.10036531090736389 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026370113715529442 + ], + "opposite_logprob_tokens": [ + -3.651370048522949 + ], + "logprob_reward": -0.026370113715529442, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026370113715529442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1642732173204422, + 0.08058248460292816, + 0.11905857175588608, + 0.0676015168428421, + 0.05048472806811333, + 0.1265958845615387, + 0.08319111913442612, + 0.1670711785554886, + 0.08911467343568802, + 0.052026621997356415 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.026370113715529442 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305928945541382 + ], + "opposite_logprob_tokens": [ + -3.1680593490600586 + ], + "logprob_reward": -0.04305928945541382, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305928945541382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14441686868667603, + 0.10820800065994263, + 0.11550804227590561, + 0.09668009728193283, + 0.07403036952018738, + 0.06420071423053741, + 0.15744587779045105, + 0.134627103805542, + 0.04189971461892128, + 0.0629832074046135 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -0.04305928945541382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an extreme close-up, the camera remains stationary, capturing a crisp, new banknote from a level angle. It hovers against a pure black, blurred background, rotating steadily and deliberately on its vertical axis. The note's paper is flawless, its edges razor-sharp, and it's covered in incredibly fine intaglio lines, forming intricate geometric patterns and portrait outlines. A sharp, focused spotlight shines from the side, slowly sweeping across the surface as the note rotates, illuminating microtext and hidden watermarks, barely discernible to the naked eye. As the light sweeps over the security threads of the note, it creates a fleeting, dazzling metallic shimmer, casting minute, shifting shadows within the recessed texture, dramatically enhancing the image's sense of three-dimensionality and detail. The overall scene's palette is calm and focused, and through the meticulous use of light and shadow, it creates a visual atmosphere that evokes exquisite craftsmanship, a sense of premium quality, and a mysterious value.", + "seed": 13848, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_13/index_6184_seed_13848_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.28059990219771863, + "vlm_logprob": -0.28059990219771863, + "vlm_yes_no_margin": 2.3999999880790712, + "vlm_token_credit": -0.28059990219771863, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00783655047416687 + ], + "opposite_logprob_tokens": [ + -5.38283634185791 + ], + "logprob_reward": -0.00783655047416687, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00783655047416687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09083762764930725, + 0.4795163869857788, + 0.16104082763195038, + 0.09518744051456451, + 0.028940405696630478, + 0.044535670429468155, + 0.01695367321372032, + 0.02936096303164959, + 0.03113715909421444, + 0.022489847615361214 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.00783655047416687 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870866894721985 + ], + "opposite_logprob_tokens": [ + -1.1370866298675537 + ], + "logprob_reward": -0.3870866894721985, + "yes_no_margin_reward": 0.7499999403953552, + "token_credit_reward": -0.3870866894721985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10157239437103271, + 0.36758923530578613, + 0.2626834809780121, + 0.05863766372203827, + 0.03558410704135895, + 0.023997709155082703, + 0.023497670888900757, + 0.02593502402305603, + 0.039953261613845825, + 0.06054933741688728 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.3870866894721985 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8984065055847168 + ], + "opposite_logprob_tokens": [ + -0.5234065055847168 + ], + "logprob_reward": -0.8984065055847168, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8984065055847168, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2032955288887024, + 0.1418159157037735, + 0.38888460397720337, + 0.06965991854667664, + 0.06702703982591629, + 0.0427982471883297, + 0.009564031846821308, + 0.026590028777718544, + 0.035288382321596146, + 0.015076343901455402 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.8984065055847168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890839546918869 + ], + "opposite_logprob_tokens": [ + -2.4640839099884033 + ], + "logprob_reward": -0.0890839546918869, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890839546918869, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2779882848262787, + 0.2808215320110321, + 0.11675108969211578, + 0.02746444195508957, + 0.023828905075788498, + 0.04660200700163841, + 0.03738885000348091, + 0.05202183499932289, + 0.07039076089859009, + 0.06674226373434067 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.0890839546918869 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a banknote?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera stationary while the banknote rotates steadily on its vertical axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background pure black and blurred?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a sharp, focused spotlight shining from the side and slowly sweeping across the banknote's surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the banknote display visible security threads creating a metallic shimmer and minute shifting shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020585810765624046 + ], + "opposite_logprob_tokens": [ + -3.895585775375366 + ], + "logprob_reward": -0.020585810765624046, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020585810765624046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3471706509590149, + 0.22260123491287231, + 0.10140150040388107, + 0.07133091986179352, + 0.02300970070064068, + 0.027260469272732735, + 0.018531985580921173, + 0.03414176404476166, + 0.12408842146396637, + 0.030463380739092827 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.020585810765624046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_14/index_tensor([201, 201])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_14/index_tensor([201, 201])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cfaf4b44f864c054871a9e767d72b8640242a1e3 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_14/index_tensor([201, 201])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.", + "seed": 30033, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_14/index_201_seed_30033_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03622366515919566, + "vlm_logprob": -0.03622366515919566, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.03622366515919566, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09858590364456177 + ], + "opposite_logprob_tokens": [ + -2.598585844039917 + ], + "logprob_reward": -0.09858590364456177, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.09858590364456177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15696734189987183, + 0.06080173701047897, + 0.1098712682723999, + 0.036437805742025375, + 0.047249071300029755, + 0.04267280176281929, + 0.11120172590017319, + 0.1865030974149704, + 0.08474288880825043, + 0.16355231404304504 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.09858590364456177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014225504361093044 + ], + "opposite_logprob_tokens": [ + -4.264225482940674 + ], + "logprob_reward": -0.014225504361093044, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014225504361093044, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07776916772127151, + 0.22172558307647705, + 0.033469922840595245, + 0.04155361279845238, + 0.05220818147063255, + 0.06923578679561615, + 0.0630473643541336, + 0.08455129712820053, + 0.041503213346004486, + 0.3149358034133911 + ], + "top_frames": [ + 9, + 1, + 7 + ], + "selected_reward": -0.014225504361093044 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308600723743439 + ], + "opposite_logprob_tokens": [ + -3.168086051940918 + ], + "logprob_reward": -0.04308600723743439, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308600723743439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14543254673480988, + 0.08875467628240585, + 0.07382671535015106, + 0.04344481602311134, + 0.3217032849788666, + 0.050339873880147934, + 0.09842059016227722, + 0.03577655926346779, + 0.026964589953422546, + 0.1153363436460495 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.04308600723743439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644558299332857 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644558299332857, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644558299332857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20009362697601318, + 0.06335747241973877, + 0.04007459431886673, + 0.032862696796655655, + 0.0828629732131958, + 0.06731536239385605, + 0.03925064206123352, + 0.08032874763011932, + 0.06475740671157837, + 0.3290964961051941 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.004644558299332857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057635225355625 + ], + "opposite_logprob_tokens": [ + -3.895576238632202 + ], + "logprob_reward": -0.02057635225355625, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057635225355625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22175365686416626, + 0.09100288152694702, + 0.029472723603248596, + 0.019740432500839233, + 0.07304035127162933, + 0.04525637626647949, + 0.06741289794445038, + 0.2958590090274811, + 0.05463041737675667, + 0.10183124244213104 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.02057635225355625 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.", + "seed": 30034, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_14/index_201_seed_30034_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.031059822626411916, + "vlm_logprob": -0.031059822626411916, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.031059822626411916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08211451023817062 + ], + "opposite_logprob_tokens": [ + -2.7071144580841064 + ], + "logprob_reward": -0.08211451023817062, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08211451023817062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053016431629657745, + 0.20246170461177826, + 0.06356868147850037, + 0.05117393657565117, + 0.34155020117759705, + 0.056033905595541, + 0.09605850279331207, + 0.040893521159887314, + 0.0358397401869297, + 0.0594034381210804 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.08211451023817062 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821235567331314 + ], + "opposite_logprob_tokens": [ + -4.01821231842041 + ], + "logprob_reward": -0.01821235567331314, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821235567331314, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10685654729604721, + 0.1416616588830948, + 0.09334945678710938, + 0.1335977464914322, + 0.14074693620204926, + 0.02892126888036728, + 0.09829026460647583, + 0.09071405231952667, + 0.10137536376714706, + 0.06448673456907272 + ], + "top_frames": [ + 1, + 4, + 3 + ], + "selected_reward": -0.01821235567331314 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331031858921051 + ], + "opposite_logprob_tokens": [ + -3.773310422897339 + ], + "logprob_reward": -0.02331031858921051, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331031858921051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1659536510705948, + 0.5169774293899536, + 0.04545249789953232, + 0.051404763013124466, + 0.05657799169421196, + 0.03360205516219139, + 0.027027495205402374, + 0.03129388391971588, + 0.04601031169295311, + 0.02569993957877159 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.02331031858921051 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01108440849930048 + ], + "opposite_logprob_tokens": [ + -4.51108455657959 + ], + "logprob_reward": -0.01108440849930048, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01108440849930048, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18180222809314728, + 0.367969810962677, + 0.03902653232216835, + 0.08150593191385269, + 0.05908966064453125, + 0.056459128856658936, + 0.03678545728325844, + 0.08772001415491104, + 0.031423233449459076, + 0.058218035846948624 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.01108440849930048 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057752013206482 + ], + "opposite_logprob_tokens": [ + -3.8955774307250977 + ], + "logprob_reward": -0.02057752013206482, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057752013206482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07710349559783936, + 0.18018832802772522, + 0.043609123677015305, + 0.05810338631272316, + 0.24727699160575867, + 0.025231722742319107, + 0.0699605792760849, + 0.06175500154495239, + 0.0826515331864357, + 0.1541198492050171 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.02057752013206482 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.", + "seed": 30035, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_14/index_201_seed_30035_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07746841572225094, + "vlm_logprob": -0.07746841572225094, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.07746841572225094, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32656967639923096 + ], + "opposite_logprob_tokens": [ + -1.326569676399231 + ], + "logprob_reward": -0.32656967639923096, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.32656967639923096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2811347544193268, + 0.04283576458692551, + 0.030583057552576065, + 0.08369177579879761, + 0.07871054112911224, + 0.04174458980560303, + 0.057361435145139694, + 0.32849156856536865, + 0.014200033619999886, + 0.04124647378921509 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.32656967639923096 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012570199556648731 + ], + "opposite_logprob_tokens": [ + -4.387570381164551 + ], + "logprob_reward": -0.012570199556648731, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012570199556648731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7309150099754333, + 0.029993606731295586, + 0.022601807489991188, + 0.026066163554787636, + 0.015115436166524887, + 0.028416374698281288, + 0.029056807979941368, + 0.0654158815741539, + 0.019767818972468376, + 0.032651014626026154 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.012570199556648731 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026368604972958565 + ], + "opposite_logprob_tokens": [ + -3.6513686180114746 + ], + "logprob_reward": -0.026368604972958565, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026368604972958565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4742065370082855, + 0.04819856956601143, + 0.051060471683740616, + 0.10713917016983032, + 0.11446169018745422, + 0.03664049878716469, + 0.022409483790397644, + 0.11243153363466263, + 0.01852390356361866, + 0.014928127638995647 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.026368604972958565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007638650014996529 + ], + "opposite_logprob_tokens": [ + -4.882638454437256 + ], + "logprob_reward": -0.007638650014996529, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007638650014996529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38442227244377136, + 0.05115937441587448, + 0.03317467123270035, + 0.3036825358867645, + 0.02437823824584484, + 0.03303658217191696, + 0.01813255250453949, + 0.08402357995510101, + 0.03229216858744621, + 0.03569803759455681 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.007638650014996529 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419494766741991 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.01419494766741991, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419494766741991, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6230365633964539, + 0.02469605579972267, + 0.026510749012231827, + 0.054864268749952316, + 0.02151546999812126, + 0.0649322047829628, + 0.07069776207208633, + 0.04115607962012291, + 0.026309631764888763, + 0.04628117009997368 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.01419494766741991 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a stunning slow-motion sequence captured with high-speed photography, a rotating camera executes a low-angle orbit around a sleeping cat curled up on a dark, highly polished hardwood floor, which reflects the scene like black water. The feline, a sleek shorthair with glossy black fur, initially appears as a perfect, motionless ball. Suddenly, a sleek, self-propelled smart toy, shaped like an understated white disc, darts past in the background. Its integrated cyan and magenta LEDs illuminate the dimly lit room, casting vibrant, streaked light that blurs with speed. The toy's faint purring triggers the cat's awakening; an ear twitches, and its emerald green eyes snap open in a moment of intense focus. As the camera continues its smooth, circular path, the cat begins to gracefully unfurl in a single, fluid motion. The image emphasizes the dramatic, deliberate elongation of its spine and the powerful extension of its front paws, slightly unsheathed to grasp the reflective surface. The entire awakening is a ballet of controlled muscle movement, creating a dramatic and mesmerizing contrast between the feline’s organic, languid grace and the toy’s fuzzy, fleeting technological presence, establishing an atmosphere of suspended, graceful movement.", + "seed": 30036, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_14/index_201_seed_30036_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.030708911502733825, + "vlm_logprob": -0.030708911502733825, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.030708911502733825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08956539630889893 + ], + "opposite_logprob_tokens": [ + -2.5895652770996094 + ], + "logprob_reward": -0.08956539630889893, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08956539630889893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09792954474687576, + 0.4228431284427643, + 0.10085437446832657, + 0.14620070159435272, + 0.02389645390212536, + 0.024197787046432495, + 0.05727172642946243, + 0.06039455905556679, + 0.03460751101374626, + 0.03180418908596039 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.08956539630889893 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421715971082449 + ], + "opposite_logprob_tokens": [ + -4.264217376708984 + ], + "logprob_reward": -0.01421715971082449, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421715971082449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10338514298200607, + 0.2767159044742584, + 0.09901706874370575, + 0.07911504805088043, + 0.0336885079741478, + 0.019719326868653297, + 0.03833907097578049, + 0.04263266921043396, + 0.12447763979434967, + 0.18290963768959045 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.01421715971082449 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026359546929597855 + ], + "opposite_logprob_tokens": [ + -3.6513595581054688 + ], + "logprob_reward": -0.026359546929597855, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026359546929597855, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2532769441604614, + 0.33541446924209595, + 0.08509625494480133, + 0.05246962979435921, + 0.030259886756539345, + 0.06722331047058105, + 0.06430789828300476, + 0.02319442853331566, + 0.04620986804366112, + 0.04254729673266411 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.026359546929597855 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028234163764864206 + ], + "opposite_logprob_tokens": [ + -5.877823352813721 + ], + "logprob_reward": -0.0028234163764864206, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028234163764864206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1526159644126892, + 0.2115529328584671, + 0.29296591877937317, + 0.12551799416542053, + 0.03196441009640694, + 0.025088205933570862, + 0.045437369495630264, + 0.030806198716163635, + 0.043939609080553055, + 0.04011142998933792 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0028234163764864206 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a low-angle orbit around a sleeping cat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat a sleek shorthair with glossy black fur initially curled into a motionless ball?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a sleek, self-propelled smart toy shaped like a white disc visible darting past in the background?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the toy's cyan and magenta LEDs illuminate the scene with vibrant, streaked light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the cat gracefully unfurl from a ball into an elongated position with front paws unsheathed to grasp the floor?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020579038187861443 + ], + "opposite_logprob_tokens": [ + -3.8955790996551514 + ], + "logprob_reward": -0.020579038187861443, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020579038187861443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04661024734377861, + 0.07685878872871399, + 0.1142883151769638, + 0.03488808870315552, + 0.034610580652952194, + 0.025372719392180443, + 0.0300279688090086, + 0.096185103058815, + 0.1828496754169464, + 0.35830849409103394 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.020579038187861443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_15/index_tensor([6637, 6637])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_15/index_tensor([6637, 6637])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0c7b490f91622cef59205d02cc9bca73b8c0e70d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_15/index_tensor([6637, 6637])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.", + "seed": 23242, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_15/index_6637_seed_23242_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.036973551753908394, + "vlm_logprob": -0.036973551753908394, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.036973551753908394, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07128443568944931 + ], + "opposite_logprob_tokens": [ + -2.696284532546997 + ], + "logprob_reward": -0.07128443568944931, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07128443568944931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10217038542032242, + 0.0641021654009819, + 0.0628960058093071, + 0.06284163147211075, + 0.039667993783950806, + 0.347126305103302, + 0.12575818598270416, + 0.07668053358793259, + 0.06251687556505203, + 0.056239865720272064 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.07128443568944931 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005969671066850424 + ], + "opposite_logprob_tokens": [ + -5.130969524383545 + ], + "logprob_reward": -0.005969671066850424, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005969671066850424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09385868161916733, + 0.03892827033996582, + 0.05551318824291229, + 0.09977618604898453, + 0.0354001447558403, + 0.34076637029647827, + 0.0866105705499649, + 0.12609820067882538, + 0.04205399006605148, + 0.0809943899512291 + ], + "top_frames": [ + 5, + 7, + 3 + ], + "selected_reward": -0.005969671066850424 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899274677038193 + ], + "opposite_logprob_tokens": [ + -2.5789928436279297 + ], + "logprob_reward": -0.07899274677038193, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899274677038193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29934585094451904, + 0.06448713690042496, + 0.08174669742584229, + 0.11720159649848938, + 0.04912573844194412, + 0.16502520442008972, + 0.054043062031269073, + 0.04264864698052406, + 0.04332558438181877, + 0.08305050432682037 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.07899274677038193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255148183554411 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.01255148183554411, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255148183554411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15963861346244812, + 0.07701454311609268, + 0.18410208821296692, + 0.11307688057422638, + 0.06313206255435944, + 0.17568136751651764, + 0.08037079870700836, + 0.053395986557006836, + 0.04506337642669678, + 0.04852423816919327 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.01255148183554411 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016069423407316208 + ], + "opposite_logprob_tokens": [ + -4.141069412231445 + ], + "logprob_reward": -0.016069423407316208, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016069423407316208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24162966012954712, + 0.05467066168785095, + 0.16495467722415924, + 0.049254175275564194, + 0.05544121563434601, + 0.22343704104423523, + 0.09612903743982315, + 0.044355425983667374, + 0.023416832089424133, + 0.046711284667253494 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.016069423407316208 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.", + "seed": 23243, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_15/index_6637_seed_23243_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.057449770625680685, + "vlm_logprob": -0.057449770625680685, + "vlm_yes_no_margin": 3.6500000238418577, + "vlm_token_credit": -0.057449770625680685, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10237499326467514 + ], + "opposite_logprob_tokens": [ + -2.352375030517578 + ], + "logprob_reward": -0.10237499326467514, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10237499326467514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2269098460674286, + 0.07335076481103897, + 0.07388303428888321, + 0.12109466642141342, + 0.12300485372543335, + 0.04722181707620621, + 0.053106825798749924, + 0.0699121281504631, + 0.08349889516830444, + 0.1280171275138855 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.10237499326467514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024986020289361477 + ], + "opposite_logprob_tokens": [ + -6.002498626708984 + ], + "logprob_reward": -0.0024986020289361477, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024986020289361477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16898562014102936, + 0.07611040771007538, + 0.045900609344244, + 0.12360941618680954, + 0.026847751811146736, + 0.0718693658709526, + 0.028169967234134674, + 0.049486193805933, + 0.2383023202419281, + 0.17071835696697235 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.0024986020289361477 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14279858767986298 + ], + "opposite_logprob_tokens": [ + -2.017798662185669 + ], + "logprob_reward": -0.14279858767986298, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14279858767986298, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2181631475687027, + 0.08320438861846924, + 0.08281335234642029, + 0.08111733198165894, + 0.05323508754372597, + 0.1445474475622177, + 0.06651472300291061, + 0.056139301508665085, + 0.06151273101568222, + 0.1527525782585144 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.14279858767986298 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009784713387489319 + ], + "opposite_logprob_tokens": [ + -4.634784698486328 + ], + "logprob_reward": -0.009784713387489319, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009784713387489319, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10844684392213821, + 0.08332592993974686, + 0.10491792857646942, + 0.07511958479881287, + 0.15323403477668762, + 0.1289183646440506, + 0.06338594108819962, + 0.0821416899561882, + 0.1472082883119583, + 0.053301431238651276 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.009784713387489319 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029791956767439842 + ], + "opposite_logprob_tokens": [ + -3.529792070388794 + ], + "logprob_reward": -0.029791956767439842, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029791956767439842, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2639961242675781, + 0.08174555003643036, + 0.0563017800450325, + 0.07325074821710587, + 0.059825483709573746, + 0.05822175741195679, + 0.04882892593741417, + 0.1320490688085556, + 0.06895609945058823, + 0.15682442486286163 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.029791956767439842 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.", + "seed": 23244, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_15/index_6637_seed_23244_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0359710447024554, + "vlm_logprob": -0.0359710447024554, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.0359710447024554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09715786576271057 + ], + "opposite_logprob_tokens": [ + -2.4721579551696777 + ], + "logprob_reward": -0.09715786576271057, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09715786576271057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20135830342769623, + 0.07034438848495483, + 0.19306111335754395, + 0.058957789093256, + 0.05258588120341301, + 0.061045847833156586, + 0.09902135282754898, + 0.168390691280365, + 0.03029533289372921, + 0.06493932008743286 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.09715786576271057 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022157898638397455 + ], + "opposite_logprob_tokens": [ + -6.12721586227417 + ], + "logprob_reward": -0.0022157898638397455, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022157898638397455, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3156467080116272, + 0.09284154325723648, + 0.04683356359601021, + 0.18250250816345215, + 0.05672825500369072, + 0.04949299618601799, + 0.051829271018505096, + 0.09062527865171432, + 0.07531838864088058, + 0.038181453943252563 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.0022157898638397455 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043063513934612274 + ], + "opposite_logprob_tokens": [ + -3.1680634021759033 + ], + "logprob_reward": -0.043063513934612274, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043063513934612274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045462466776371, + 0.03553668409585953, + 0.12023942917585373, + 0.21782416105270386, + 0.1450698971748352, + 0.051562488079071045, + 0.049622975289821625, + 0.03815415874123573, + 0.07255619764328003, + 0.22397159039974213 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.043063513934612274 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007630723994225264 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.007630723994225264, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007630723994225264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11026552319526672, + 0.04186385124921799, + 0.06786058098077774, + 0.18079040944576263, + 0.0774352103471756, + 0.08015935868024826, + 0.06667587906122208, + 0.22568379342556, + 0.08060145378112793, + 0.06866395473480225 + ], + "top_frames": [ + 7, + 3, + 0 + ], + "selected_reward": -0.007630723994225264 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029787329956889153 + ], + "opposite_logprob_tokens": [ + -3.529787302017212 + ], + "logprob_reward": -0.029787329956889153, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029787329956889153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13901446759700775, + 0.11513940989971161, + 0.19554764032363892, + 0.09956596046686172, + 0.10052887350320816, + 0.056242264807224274, + 0.05303278565406799, + 0.10659125447273254, + 0.0376487672328949, + 0.0966886356472969 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.029787329956889153 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly shaky, handheld, close-up shot locks the viewer's gaze into a miniature world constructed entirely of felt. Two adorable puppets engage in a fierce wrestling match over a cargo bike. One puppet is a vibrant crimson, the other a calm royal blue. Both possess simple, black-threaded eyes and a smiley mouth, creating a playful contrast to their tense physical conflict. They tumble across the soft, moss-green felt floor, their felt bodies squashed and stretched in an exaggerated, elastic manner as they push and pull against each other. The focal point of their struggle is a cargo bike, also meticulously crafted from felt. Its gray frame and black tires create a strikingly sturdy frame, its large front basket overflowing with colorful miniature balls of yarn. The red puppet clings to the blue puppet's waist with its short arms, attempting to flip it over. The blue puppet, with one hand firmly grasping the bike's handlebars, pushes the red puppet's face with the other. The entire scene is bathed in a soft, warm, diffuse light, as if from a giant table lamp, creating a charming atmosphere that is both comical and focused in this world of craftsmanship, full of childlike fun and dynamic tension.", + "seed": 23245, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_15/index_6637_seed_23245_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02946468601003289, + "vlm_logprob": -0.02946468601003289, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.02946468601003289, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10294763743877411 + ], + "opposite_logprob_tokens": [ + -2.35294771194458 + ], + "logprob_reward": -0.10294763743877411, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10294763743877411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.615642786026001, + 0.07901876419782639, + 0.03536715358495712, + 0.04017963260412216, + 0.0158107727766037, + 0.06377090513706207, + 0.07935527712106705, + 0.02539847232401371, + 0.01617034338414669, + 0.029285838827490807 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.10294763743877411 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067506348714232445 + ], + "opposite_logprob_tokens": [ + -5.006750583648682 + ], + "logprob_reward": -0.0067506348714232445, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067506348714232445, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2610851228237152, + 0.08823539316654205, + 0.2488560974597931, + 0.14655715227127075, + 0.0305695328861475, + 0.08474588394165039, + 0.051284607499837875, + 0.03811974078416824, + 0.014171543531119823, + 0.03637491539120674 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0067506348714232445 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193889684975147 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014193889684975147, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193889684975147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3405822515487671, + 0.11617641150951385, + 0.07425668835639954, + 0.18472468852996826, + 0.02954361028969288, + 0.06255864351987839, + 0.09766895323991776, + 0.03581016883254051, + 0.025262173265218735, + 0.033416420221328735 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.014193889684975147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253913346678019 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253913346678019, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253913346678019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5147552490234375, + 0.08501394093036652, + 0.03987559303641319, + 0.04679481312632561, + 0.030494768172502518, + 0.05195729434490204, + 0.12846803665161133, + 0.037260476499795914, + 0.018504561856389046, + 0.046875230967998505 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.005253913346678019 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a miniature world constructed entirely of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two puppets visible, one vibrant crimson and the other royal blue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the puppets engaged in a wrestling match over a cargo bike made of felt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the cargo bike have a gray frame, black tires, and a basket overflowing with colorful miniature balls of yarn?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot slightly shaky and handheld in a close-up view?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177354708313942 + ], + "opposite_logprob_tokens": [ + -4.018177509307861 + ], + "logprob_reward": -0.018177354708313942, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018177354708313942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31083551049232483, + 0.23037023842334747, + 0.04013911262154579, + 0.06692372262477875, + 0.05305451899766922, + 0.09519592672586441, + 0.06125447526574135, + 0.049010638147592545, + 0.06175225228071213, + 0.0314636193215847 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.018177354708313942 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_2/index_tensor([7370, 7370])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_2/index_tensor([7370, 7370])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f64533c856ddcdd20e43651c789434b7448af5ad --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_2/index_tensor([7370, 7370])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.", + "seed": 29006, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_2/index_7370_seed_29006_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05429783617146313, + "vlm_logprob": -0.05429783617146313, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.05429783617146313, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0131765091791749 + ], + "opposite_logprob_tokens": [ + -4.388176441192627 + ], + "logprob_reward": -0.0131765091791749, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.0131765091791749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2786615192890167, + 0.03851725906133652, + 0.05538038909435272, + 0.09516298025846481, + 0.052019279450178146, + 0.04115761071443558, + 0.3576186001300812, + 0.026666881516575813, + 0.021693198010325432, + 0.033122215420007706 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.0131765091791749 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028276958037167788 + ], + "opposite_logprob_tokens": [ + -5.8778276443481445 + ], + "logprob_reward": -0.0028276958037167788, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028276958037167788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12106921523809433, + 0.06191054731607437, + 0.07752986997365952, + 0.08424246311187744, + 0.05099368095397949, + 0.020579252392053604, + 0.24601157009601593, + 0.052377134561538696, + 0.26052042841911316, + 0.024765921756625175 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.0028276958037167788 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369729220867157 + ], + "opposite_logprob_tokens": [ + -3.4086973667144775 + ], + "logprob_reward": -0.03369729220867157, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369729220867157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11709979921579361, + 0.060835983604192734, + 0.06882917135953903, + 0.15183556079864502, + 0.08607764542102814, + 0.055522456765174866, + 0.31774261593818665, + 0.05502951145172119, + 0.0638800859451294, + 0.02314721792936325 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.03369729220867157 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898206263780594 + ], + "opposite_logprob_tokens": [ + -2.57898211479187 + ], + "logprob_reward": -0.07898206263780594, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898206263780594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09894514828920364, + 0.035078033804893494, + 0.07072287797927856, + 0.11440645903348923, + 0.19462667405605316, + 0.03791452571749687, + 0.3620811104774475, + 0.025753779336810112, + 0.03718697652220726, + 0.02328433282673359 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.07898206263780594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280562102794647 + ], + "opposite_logprob_tokens": [ + -2.017805576324463 + ], + "logprob_reward": -0.14280562102794647, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280562102794647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11210168153047562, + 0.030554652214050293, + 0.038651466369628906, + 0.04562561213970184, + 0.05630321800708771, + 0.019753998145461082, + 0.5774865746498108, + 0.030576996505260468, + 0.055065710097551346, + 0.0338800810277462 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.14280562102794647 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.", + "seed": 29007, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_2/index_7370_seed_29007_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.057112852158024904, + "vlm_logprob": -0.057112852158024904, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.057112852158024904, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003913721069693565 + ], + "opposite_logprob_tokens": [ + -5.628913879394531 + ], + "logprob_reward": -0.003913721069693565, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003913721069693565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3082761764526367, + 0.08766834437847137, + 0.07351876050233841, + 0.31791412830352783, + 0.04290077090263367, + 0.02339348942041397, + 0.04139045998454094, + 0.02907499484717846, + 0.017442554235458374, + 0.05842025578022003 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.003913721069693565 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003620974952355027 + ], + "opposite_logprob_tokens": [ + -5.6286211013793945 + ], + "logprob_reward": -0.003620974952355027, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003620974952355027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18008774518966675, + 0.10284338891506195, + 0.028489720076322556, + 0.02919461578130722, + 0.029948415234684944, + 0.028755931183695793, + 0.09390481561422348, + 0.39511212706565857, + 0.025624344125390053, + 0.08603888005018234 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.003620974952355027 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038089726120233536 + ], + "opposite_logprob_tokens": [ + -3.2880897521972656 + ], + "logprob_reward": -0.038089726120233536, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038089726120233536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1704859882593155, + 0.1980983167886734, + 0.09192521125078201, + 0.160171777009964, + 0.047685205936431885, + 0.03352302685379982, + 0.05200278386473656, + 0.0949438065290451, + 0.08903291821479797, + 0.06213091313838959 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.038089726120233536 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291445791721344 + ], + "opposite_logprob_tokens": [ + -2.237914562225342 + ], + "logprob_reward": -0.11291445791721344, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291445791721344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10441005229949951, + 0.1408037543296814, + 0.06746833026409149, + 0.050817836076021194, + 0.0520540289580822, + 0.0681215301156044, + 0.03551207110285759, + 0.24525900185108185, + 0.027748743072152138, + 0.2078046351671219 + ], + "top_frames": [ + 7, + 9, + 1 + ], + "selected_reward": -0.11291445791721344 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12702538073062897 + ], + "opposite_logprob_tokens": [ + -2.1270253658294678 + ], + "logprob_reward": -0.12702538073062897, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12702538073062897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14322972297668457, + 0.13968507945537567, + 0.06850428134202957, + 0.05408644303679466, + 0.04335356503725052, + 0.050262413918972015, + 0.03695635870099068, + 0.3374582529067993, + 0.03666913881897926, + 0.08979471772909164 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.12702538073062897 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.", + "seed": 29008, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_2/index_7370_seed_29008_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1033477280056104, + "vlm_logprob": -0.1033477280056104, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.1033477280056104, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3136817216873169 + ], + "opposite_logprob_tokens": [ + -1.313681721687317 + ], + "logprob_reward": -0.3136817216873169, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3136817216873169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48964980244636536, + 0.11671146750450134, + 0.06419938057661057, + 0.06365673243999481, + 0.06272236257791519, + 0.04312419891357422, + 0.054254479706287384, + 0.030615711584687233, + 0.03992003574967384, + 0.035145893692970276 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.3136817216873169 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019449143437668681 + ], + "opposite_logprob_tokens": [ + -6.2519450187683105 + ], + "logprob_reward": -0.0019449143437668681, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019449143437668681, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3768730163574219, + 0.08035147935152054, + 0.11208319664001465, + 0.07484111189842224, + 0.10162802040576935, + 0.03995834290981293, + 0.042062681168317795, + 0.026420556008815765, + 0.06511014699935913, + 0.08067150413990021 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.0019449143437668681 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183792009949684 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183792009949684, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183792009949684, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26645320653915405, + 0.06052298843860626, + 0.06434908509254456, + 0.03940650075674057, + 0.10024204105138779, + 0.058532558381557465, + 0.08287429809570312, + 0.03529750183224678, + 0.20958521962165833, + 0.08273660391569138 + ], + "top_frames": [ + 0, + 8, + 4 + ], + "selected_reward": -0.018183792009949684 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000992447137833 + ], + "opposite_logprob_tokens": [ + -2.69500994682312 + ], + "logprob_reward": -0.07000992447137833, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000992447137833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19345012307167053, + 0.06380915641784668, + 0.16782385110855103, + 0.11941967159509659, + 0.13093486428260803, + 0.08265428245067596, + 0.0804721862077713, + 0.030027229338884354, + 0.06905617564916611, + 0.06235248222947121 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.07000992447137833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291828751564026 + ], + "opposite_logprob_tokens": [ + -2.2379183769226074 + ], + "logprob_reward": -0.11291828751564026, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291828751564026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33105602860450745, + 0.03892013803124428, + 0.11943165212869644, + 0.044149916619062424, + 0.096959687769413, + 0.04147201403975487, + 0.03571820259094238, + 0.051953960210084915, + 0.15868918597698212, + 0.08164923638105392 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.11291828751564026 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slightly high-angle wide shot, rendered in vibrant, polished Pixar-style animation, slowly pans forward and tilts downward, immersing the viewer in a bustling underwater world. Bright sunlight penetrates the clear, shimmering turquoise water from above, casting a dancing, corrosive pattern of light across a seabed of tinted, fine golden sand. A joyful community of tiny, button-like corals shuffles across the scene in a relaxed, joyful procession. Each creature radiates a rainbow of saturated pinks, sunny yellows, and deep purples, their surfaces smooth and glossy, their faces expressive, with large, inquisitive black eyes and bright, friendly smiles. They move with a delightful waddling gait, kicking up small balls of sand in their friendly collective activity, gently bumping and nudging each other in playful patterns, causing them to stagger momentarily before continuing their journey. Amidst this bustling migration, tiny, nuanced hermit crabs scurry between their legs, while soft, turquoise sea anemones sway gently in the background, creating a whimsical and heartwarming atmosphere of joyful, communal living.", + "seed": 29009, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_2/index_7370_seed_29009_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09919966645538807, + "vlm_logprob": -0.09919966645538807, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.09919966645538807, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014752820134162903 + ], + "opposite_logprob_tokens": [ + -4.2647528648376465 + ], + "logprob_reward": -0.014752820134162903, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014752820134162903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24345000088214874, + 0.15620137751102448, + 0.06190239638090134, + 0.1149105504155159, + 0.22720108926296234, + 0.05484165996313095, + 0.06347087025642395, + 0.021976785734295845, + 0.03206434100866318, + 0.02398102916777134 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.014752820134162903 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082051321864128 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082051321864128, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082051321864128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1618170440196991, + 0.19614805281162262, + 0.04911590367555618, + 0.09918148815631866, + 0.07007142156362534, + 0.054668840020895004, + 0.23025670647621155, + 0.0461842343211174, + 0.03969748690724373, + 0.05285881832242012 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.011082051321864128 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043056320399045944 + ], + "opposite_logprob_tokens": [ + -3.1680562496185303 + ], + "logprob_reward": -0.043056320399045944, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043056320399045944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17745134234428406, + 0.08041238784790039, + 0.15125326812267303, + 0.07964425534009933, + 0.18277716636657715, + 0.047060687094926834, + 0.050794608891010284, + 0.09094630181789398, + 0.08245966583490372, + 0.05720037221908569 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.043056320399045944 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2015514224767685 + ], + "opposite_logprob_tokens": [ + -1.7015514373779297 + ], + "logprob_reward": -0.2015514224767685, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2015514224767685, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1637338548898697, + 0.09512675553560257, + 0.16771899163722992, + 0.1272251456975937, + 0.12015446275472641, + 0.09200261533260345, + 0.14106059074401855, + 0.01595359481871128, + 0.03888212889432907, + 0.03814181312918663 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.2015514224767685 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set underwater with clear, shimmering turquoise water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the main characters tiny, button-like corals with large black eyes and bright smiles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the corals move in a waddling gait while kicking up small balls of sand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera slowly pan forward and tilt downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny hermit crabs visible scurrying between the legs of the corals?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22555571794509888 + ], + "opposite_logprob_tokens": [ + -1.600555658340454 + ], + "logprob_reward": -0.22555571794509888, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22555571794509888, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25053656101226807, + 0.1580933928489685, + 0.07320428639650345, + 0.06971194595098495, + 0.13951659202575684, + 0.06631511449813843, + 0.08031835407018661, + 0.040085941553115845, + 0.03762071207165718, + 0.08459711074829102 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.22555571794509888 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_3/index_tensor([5503, 5503])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_3/index_tensor([5503, 5503])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f9aecaf8a77938d4d483b8a14a41649c862c77e8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_3/index_tensor([5503, 5503])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up shot, shot from a slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.", + "seed": 7079, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_3/index_5503_seed_7079_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05007941834628582, + "vlm_logprob": -0.05007941834628582, + "vlm_yes_no_margin": 3.125, + "vlm_token_credit": -0.05007941834628582, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10746966302394867 + ], + "opposite_logprob_tokens": [ + -2.3574695587158203 + ], + "logprob_reward": -0.10746966302394867, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10746966302394867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14705684781074524, + 0.1970166265964508, + 0.32142332196235657, + 0.05997348949313164, + 0.043691959232091904, + 0.09581802785396576, + 0.036052003502845764, + 0.051172178238630295, + 0.02885885164141655, + 0.01893666386604309 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.10746966302394867 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367908343672752 + ], + "opposite_logprob_tokens": [ + -3.6513679027557373 + ], + "logprob_reward": -0.026367908343672752, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367908343672752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0779779925942421, + 0.5120379328727722, + 0.15965761244297028, + 0.028936922550201416, + 0.02540706656873226, + 0.03847546502947807, + 0.03701259568333626, + 0.030303895473480225, + 0.05296560376882553, + 0.03722485899925232 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.026367908343672752 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980595827102661 + ], + "opposite_logprob_tokens": [ + -3.529805898666382 + ], + "logprob_reward": -0.02980595827102661, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980595827102661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15068908035755157, + 0.3538629710674286, + 0.13830222189426422, + 0.06924702972173691, + 0.04242797568440437, + 0.04885239526629448, + 0.08290162682533264, + 0.045619260519742966, + 0.03680180758237839, + 0.031295545399188995 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.02980595827102661 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038109004497528076 + ], + "opposite_logprob_tokens": [ + -3.288109064102173 + ], + "logprob_reward": -0.038109004497528076, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038109004497528076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0914892852306366, + 0.1644807606935501, + 0.13387519121170044, + 0.044931624084711075, + 0.09753817319869995, + 0.05572343245148659, + 0.10569237917661667, + 0.20329363644123077, + 0.061458177864551544, + 0.04151734709739685 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.038109004497528076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864455759525299 + ], + "opposite_logprob_tokens": [ + -3.048644542694092 + ], + "logprob_reward": -0.04864455759525299, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864455759525299, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3357155919075012, + 0.16339853405952454, + 0.1795913130044937, + 0.03531182184815407, + 0.03871984779834747, + 0.10827499628067017, + 0.05167575925588608, + 0.03987359255552292, + 0.021082960069179535, + 0.0263555608689785 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.04864455759525299 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.", + "seed": 7080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_3/index_5503_seed_7080_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02009270843118429, + "vlm_logprob": -0.02009270843118429, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.02009270843118429, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04327724501490593 + ], + "opposite_logprob_tokens": [ + -3.4182772636413574 + ], + "logprob_reward": -0.04327724501490593, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04327724501490593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050914134830236435, + 0.020386533811688423, + 0.0532272532582283, + 0.04474698752164841, + 0.2802782654762268, + 0.07804333418607712, + 0.09313122928142548, + 0.11308938264846802, + 0.17203566431999207, + 0.09414723515510559 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.04327724501490593 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651631884276867 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651631884276867, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651631884276867, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11941386759281158, + 0.05869859829545021, + 0.16091056168079376, + 0.03310232609510422, + 0.11631163954734802, + 0.07499515265226364, + 0.06019457057118416, + 0.17041106522083282, + 0.1107783243060112, + 0.09518381208181381 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.008651631884276867 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186016008257866 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018186016008257866, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186016008257866, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06150750443339348, + 0.02079128660261631, + 0.04088841378688812, + 0.05530308187007904, + 0.35726454854011536, + 0.18686966598033905, + 0.06487766653299332, + 0.0923929288983345, + 0.08193036168813705, + 0.038174521178007126 + ], + "top_frames": [ + 4, + 5, + 7 + ], + "selected_reward": -0.018186016008257866 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781289845705032 + ], + "opposite_logprob_tokens": [ + -4.634781360626221 + ], + "logprob_reward": -0.009781289845705032, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781289845705032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023763088509440422, + 0.010683664120733738, + 0.020080581307411194, + 0.017220353707671165, + 0.11039679497480392, + 0.033198367804288864, + 0.04337456077337265, + 0.3320375084877014, + 0.38144028186798096, + 0.027804862707853317 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.009781289845705032 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020567359402775764 + ], + "opposite_logprob_tokens": [ + -3.8955674171447754 + ], + "logprob_reward": -0.020567359402775764, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020567359402775764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2531910836696625, + 0.14048582315444946, + 0.0382792204618454, + 0.049951307475566864, + 0.20745395123958588, + 0.045291025191545486, + 0.03953428566455841, + 0.10155049711465836, + 0.06755693256855011, + 0.05670584738254547 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.020567359402775764 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.", + "seed": 7081, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_3/index_5503_seed_7081_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01632543057203293, + "vlm_logprob": -0.01632543057203293, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.01632543057203293, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024165837094187737 + ], + "opposite_logprob_tokens": [ + -3.8991658687591553 + ], + "logprob_reward": -0.024165837094187737, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.024165837094187737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20529398322105408, + 0.091919906437397, + 0.0340508334338665, + 0.03385351598262787, + 0.052155010402202606, + 0.06374961137771606, + 0.07294747233390808, + 0.12462246417999268, + 0.1454300731420517, + 0.17597715556621552 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.024165837094187737 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254853792488575 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.01254853792488575, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254853792488575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0960402563214302, + 0.07806555181741714, + 0.05774552375078201, + 0.03484927490353584, + 0.10272519290447235, + 0.0465417355298996, + 0.2423069179058075, + 0.10058380663394928, + 0.11614750325679779, + 0.12499421834945679 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.01254853792488575 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018187537789344788 + ], + "opposite_logprob_tokens": [ + -4.018187522888184 + ], + "logprob_reward": -0.018187537789344788, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018187537789344788, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14486812055110931, + 0.1049145758152008, + 0.04346255585551262, + 0.02731688693165779, + 0.11217990517616272, + 0.15565434098243713, + 0.15936478972434998, + 0.0901453047990799, + 0.06206544116139412, + 0.10002806782722473 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.018187537789344788 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194242656230927 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194242656230927, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194242656230927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07430992275476456, + 0.021449800580739975, + 0.02103048749268055, + 0.011844637803733349, + 0.013738186098635197, + 0.029503917321562767, + 0.12038774788379669, + 0.12841372191905975, + 0.1126679927110672, + 0.46665358543395996 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.014194242656230927 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012530997395515442 + ], + "opposite_logprob_tokens": [ + -4.38753080368042 + ], + "logprob_reward": -0.012530997395515442, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012530997395515442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10146310180425644, + 0.0355573408305645, + 0.03497649356722832, + 0.026218492537736893, + 0.05539531633257866, + 0.04772947356104851, + 0.10717909783124924, + 0.4972197711467743, + 0.0409419909119606, + 0.05331898480653763 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.012530997395515442 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up shot, shot from a slightly overhead angle, focuses on a scratched, dark oak desk. A candle in a brass candlestick provides the sole source of light, its warm, flickering flame casting long shadows across an ancient study. In the background, towering bookshelves crammed with ancient tomes loom in the dim light. A woman in a deep green velvet dress cautiously reaches out her slender, fair right hand. Her fingertips gently and reverently touch a massive, dark brown leather historical tome, its cover cracked with age. Her touch gently disturbs the thick, gray dust on the binding, sending it dancing in the light. Then, as if awakened, the heavy tome silently and automatically unspools before the woman, revealing its fragile, yellowed pages with curled edges. Then, in the illumination of the candlelight, these ancient pages seemed to be driven by an invisible wind and began to flip through the pages quickly and continuously, forming a blurred and flowing light and shadow. The whole scene was filled with a mysterious, solemn and tranquil sense of magic.", + "seed": 7082, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_3/index_5503_seed_7082_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06810064800083637, + "vlm_logprob": -0.06810064800083637, + "vlm_yes_no_margin": 2.924999976158142, + "vlm_token_credit": -0.06810064800083637, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.025446871295571327 + ], + "opposite_logprob_tokens": [ + -3.775446891784668 + ], + "logprob_reward": -0.025446871295571327, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.025446871295571327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2235003411769867, + 0.12598620355129242, + 0.06804168969392776, + 0.044081974774599075, + 0.0691729485988617, + 0.1687704473733902, + 0.08778563886880875, + 0.06111740320920944, + 0.10108048468828201, + 0.05046289786696434 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.025446871295571327 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329622581601143 + ], + "opposite_logprob_tokens": [ + -3.7732961177825928 + ], + "logprob_reward": -0.02329622581601143, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329622581601143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11540750414133072, + 0.17333129048347473, + 0.05701277032494545, + 0.060209643095731735, + 0.06994132697582245, + 0.1316487044095993, + 0.118236243724823, + 0.13710425794124603, + 0.09183307737112045, + 0.04527514427900314 + ], + "top_frames": [ + 1, + 7, + 5 + ], + "selected_reward": -0.02329622581601143 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1427982896566391 + ], + "opposite_logprob_tokens": [ + -2.0177981853485107 + ], + "logprob_reward": -0.1427982896566391, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1427982896566391, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07285307347774506, + 0.10275978595018387, + 0.11169859766960144, + 0.0516095794737339, + 0.08157108724117279, + 0.2854243218898773, + 0.06343687325716019, + 0.11835165321826935, + 0.04054277390241623, + 0.07175222784280777 + ], + "top_frames": [ + 5, + 7, + 2 + ], + "selected_reward": -0.1427982896566391 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866749420762062 + ], + "opposite_logprob_tokens": [ + -3.0486674308776855 + ], + "logprob_reward": -0.04866749420762062, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866749420762062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07251499593257904, + 0.04748416319489479, + 0.03330182284116745, + 0.03319506719708443, + 0.044844843447208405, + 0.14189374446868896, + 0.22751641273498535, + 0.30073726177215576, + 0.05689958482980728, + 0.0416121706366539 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.04866749420762062 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a close-up shot of a scratched, dark oak desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle slightly overhead?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman wearing a deep green velvet dress visible reaching out her right hand?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a massive dark brown leather tome unspool and its pages flip continuously in the candlelight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background filled with towering bookshelves crammed with ancient tomes in a dimly lit study?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029435902833939 + ], + "opposite_logprob_tokens": [ + -2.350294351577759 + ], + "logprob_reward": -0.10029435902833939, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029435902833939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21749962866306305, + 0.0747523158788681, + 0.10290165990591049, + 0.0480182059109211, + 0.044447820633649826, + 0.12451737374067307, + 0.14052587747573853, + 0.08084428310394287, + 0.12325331568717957, + 0.04323957487940788 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.10029435902833939 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_4/index_tensor([7889, 7889])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_4/index_tensor([7889, 7889])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..282e99768a0a63a2a4416f9c05d6ad4a23b6dcee --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_4/index_tensor([7889, 7889])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.", + "seed": 28270, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_4/index_7889_seed_28270_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18370974324643613, + "vlm_logprob": -0.18370974324643613, + "vlm_yes_no_margin": 2.6, + "vlm_token_credit": -0.18370974324643613, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1303873509168625 + ], + "opposite_logprob_tokens": [ + -2.130387306213379 + ], + "logprob_reward": -0.1303873509168625, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1303873509168625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07778969407081604, + 0.05742054060101509, + 0.08021651953458786, + 0.05896831303834915, + 0.2746797204017639, + 0.2036694586277008, + 0.07776748389005661, + 0.021718120202422142, + 0.06639792025089264, + 0.08137217164039612 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.1303873509168625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658958598971367 + ], + "opposite_logprob_tokens": [ + -4.7586588859558105 + ], + "logprob_reward": -0.008658958598971367, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658958598971367, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07174572348594666, + 0.14645075798034668, + 0.11658605933189392, + 0.08810412138700485, + 0.20130370557308197, + 0.15274900197982788, + 0.05433033034205437, + 0.031981460750103, + 0.06489774584770203, + 0.07185108214616776 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.008658958598971367 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933679580688477 + ], + "opposite_logprob_tokens": [ + -0.6933679580688477 + ], + "logprob_reward": -0.6933679580688477, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933679580688477, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07086921483278275, + 0.1437121480703354, + 0.39692267775535583, + 0.08083535730838776, + 0.07002736628055573, + 0.047570109367370605, + 0.04855526238679886, + 0.05435623228549957, + 0.024449124932289124, + 0.06270256638526917 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.6933679580688477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307664558291435 + ], + "opposite_logprob_tokens": [ + -3.168076753616333 + ], + "logprob_reward": -0.04307664558291435, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307664558291435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12619546055793762, + 0.15703211724758148, + 0.11966817826032639, + 0.12032969295978546, + 0.15685313940048218, + 0.11442115902900696, + 0.07015052437782288, + 0.014375142753124237, + 0.05529068782925606, + 0.06568394601345062 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.04307664558291435 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305780306458473 + ], + "opposite_logprob_tokens": [ + -3.168057918548584 + ], + "logprob_reward": -0.04305780306458473, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305780306458473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04871082305908203, + 0.08520831167697906, + 0.06792502850294113, + 0.045003872364759445, + 0.20492012798786163, + 0.13145695626735687, + 0.16965283453464508, + 0.026549076661467552, + 0.06690901517868042, + 0.15366394817829132 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.04305780306458473 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.", + "seed": 28271, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_4/index_7889_seed_28271_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0880284208804369, + "vlm_logprob": -0.0880284208804369, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.0880284208804369, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06416958570480347 + ], + "opposite_logprob_tokens": [ + -2.8141696453094482 + ], + "logprob_reward": -0.06416958570480347, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06416958570480347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1403028666973114, + 0.07939352095127106, + 0.09573328495025635, + 0.06186749413609505, + 0.07541704922914505, + 0.07436135411262512, + 0.22965553402900696, + 0.07687980681657791, + 0.05172821134328842, + 0.11466092616319656 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.06416958570480347 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005265653133392334 + ], + "opposite_logprob_tokens": [ + -5.255265712738037 + ], + "logprob_reward": -0.005265653133392334, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005265653133392334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07437104731798172, + 0.04638681560754776, + 0.1962074339389801, + 0.053335871547460556, + 0.052511539310216904, + 0.08776140958070755, + 0.29358455538749695, + 0.06279483437538147, + 0.07258325070142746, + 0.06046317517757416 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.005265653133392334 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134547472000122 + ], + "opposite_logprob_tokens": [ + -1.3134547472000122 + ], + "logprob_reward": -0.3134547472000122, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134547472000122, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21343865990638733, + 0.10529693216085434, + 0.13727091252803802, + 0.06060124188661575, + 0.06577698141336441, + 0.06014762446284294, + 0.1711655855178833, + 0.044614098966121674, + 0.052903883159160614, + 0.08878408372402191 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.3134547472000122 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01420082338154316 + ], + "opposite_logprob_tokens": [ + -4.264200687408447 + ], + "logprob_reward": -0.01420082338154316, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01420082338154316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30352023243904114, + 0.049235958606004715, + 0.10948494076728821, + 0.0817626565694809, + 0.10819917172193527, + 0.04548531398177147, + 0.0477113239467144, + 0.09054794162511826, + 0.1355416178703308, + 0.028510870411992073 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.01420082338154316 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305129498243332 + ], + "opposite_logprob_tokens": [ + -3.168051242828369 + ], + "logprob_reward": -0.04305129498243332, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305129498243332, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19713902473449707, + 0.05677803233265877, + 0.06564629822969437, + 0.04809163883328438, + 0.07815305143594742, + 0.0792548805475235, + 0.32786819338798523, + 0.0644151046872139, + 0.043151140213012695, + 0.03950268030166626 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.04305129498243332 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.", + "seed": 28272, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_4/index_7889_seed_28272_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0596659024246037, + "vlm_logprob": -0.0596659024246037, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.0596659024246037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09343165159225464 + ], + "opposite_logprob_tokens": [ + -2.4684317111968994 + ], + "logprob_reward": -0.09343165159225464, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09343165159225464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03933143615722656, + 0.06636080145835876, + 0.10632309317588806, + 0.03872120752930641, + 0.051973920315504074, + 0.08002613484859467, + 0.058008164167404175, + 0.1205565556883812, + 0.32587292790412903, + 0.11282575130462646 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.09343165159225464 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004654288291931152 + ], + "opposite_logprob_tokens": [ + -5.379654407501221 + ], + "logprob_reward": -0.004654288291931152, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004654288291931152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11584974825382233, + 0.26607826352119446, + 0.05978968366980553, + 0.05450257658958435, + 0.09386425465345383, + 0.07728862762451172, + 0.12605686485767365, + 0.04991908743977547, + 0.09792234748601913, + 0.058728452771902084 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.004654288291931152 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270456463098526 + ], + "opposite_logprob_tokens": [ + -2.1270456314086914 + ], + "logprob_reward": -0.1270456463098526, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270456463098526, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08875949680805206, + 0.12509243190288544, + 0.07394499331712723, + 0.04464177042245865, + 0.037674736231565475, + 0.05232398957014084, + 0.15046392381191254, + 0.05999470129609108, + 0.23693546652793884, + 0.13016852736473083 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.1270456463098526 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003192449454218149 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.003192449454218149, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003192449454218149, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09240207076072693, + 0.2132577896118164, + 0.15048722922801971, + 0.0570344552397728, + 0.1127028837800026, + 0.08451229333877563, + 0.0796346515417099, + 0.04710190370678902, + 0.10216725617647171, + 0.0606994554400444 + ], + "top_frames": [ + 1, + 2, + 4 + ], + "selected_reward": -0.003192449454218149 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000547647476196 + ], + "opposite_logprob_tokens": [ + -2.695005416870117 + ], + "logprob_reward": -0.07000547647476196, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000547647476196, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06991778314113617, + 0.10270582139492035, + 0.08957400918006897, + 0.05105071887373924, + 0.03971170261502266, + 0.07020055502653122, + 0.1839396059513092, + 0.04832122474908829, + 0.23402675986289978, + 0.1105518788099289 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.07000547647476196 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Seen from a fixed high-angle extreme close-up, a worn black leather double wallet tumbles across the mirrored surface of a dark, polished mahogany table in mesmerizing slow motion. The camera remains perfectly still, observing the silent, somber, and introspective movement. A harsh overhead spotlight casts a dramatic circle, casting the surrounding background into deep shadow and creating a powerful black-and-white contrast. The wallet's leather is deeply grained, softened with age, its history evident in the faded copper paste along its subtle scratches and creases. As it twirls silently, almost balletically, the harsh light glints across its aged texture, depicting lightly frayed stitching and capturing the subtle patina of the worn material. The wallet is deliberately rotated on one corner and then turned over, a movement both weighty and graceful, momentarily revealing a glimpse of its unadorned fabric interior before closing again, transforming a simple act into a profound visual meditation on memory and time.", + "seed": 28273, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_4/index_7889_seed_28273_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0873717473819852, + "vlm_logprob": -0.0873717473819852, + "vlm_yes_no_margin": 2.95, + "vlm_token_credit": -0.0873717473819852, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09540697187185287 + ], + "opposite_logprob_tokens": [ + -2.470407009124756 + ], + "logprob_reward": -0.09540697187185287, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09540697187185287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19641463458538055, + 0.08367308974266052, + 0.10928754508495331, + 0.05285966396331787, + 0.08516472578048706, + 0.06923914700746536, + 0.22161906957626343, + 0.053823430091142654, + 0.07953578978776932, + 0.04838302358984947 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.09540697187185287 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011103625409305096 + ], + "opposite_logprob_tokens": [ + -4.511103630065918 + ], + "logprob_reward": -0.011103625409305096, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011103625409305096, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11112216114997864, + 0.21820802986621857, + 0.0566086508333683, + 0.07540253549814224, + 0.05627315491437912, + 0.07145072519779205, + 0.19913670420646667, + 0.043874580413103104, + 0.0510638989508152, + 0.1168595403432846 + ], + "top_frames": [ + 1, + 6, + 9 + ], + "selected_reward": -0.011103625409305096 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521105408668518 + ], + "opposite_logprob_tokens": [ + -1.502110481262207 + ], + "logprob_reward": -0.2521105408668518, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521105408668518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25438597798347473, + 0.1551077514886856, + 0.06302880495786667, + 0.08200854063034058, + 0.054134953767061234, + 0.05174438655376434, + 0.04376620799303055, + 0.06718897074460983, + 0.03905551880598068, + 0.1895788609981537 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.2521105408668518 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294245824217796 + ], + "opposite_logprob_tokens": [ + -3.77329421043396 + ], + "logprob_reward": -0.023294245824217796, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294245824217796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16346201300621033, + 0.11191382259130478, + 0.07549671083688736, + 0.3207186758518219, + 0.043483980000019073, + 0.09573572129011154, + 0.06475416570901871, + 0.03318799287080765, + 0.044227275997400284, + 0.04701963812112808 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.023294245824217796 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a worn black leather double wallet?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the wallet tumbling and rotating on a dark polished mahogany table?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene shot from a fixed high-angle extreme close-up with the camera remaining perfectly still?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there a harsh overhead spotlight creating a dramatic circle of light with deep shadows and black-and-white contrast?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the wallet reveal a glimpse of its unadorned fabric interior before closing again?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054943352937698364 + ], + "opposite_logprob_tokens": [ + -2.929943323135376 + ], + "logprob_reward": -0.054943352937698364, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054943352937698364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20745545625686646, + 0.04520045965909958, + 0.05320900306105614, + 0.06342384964227676, + 0.05234425514936447, + 0.10052958875894547, + 0.12013758718967438, + 0.15464067459106445, + 0.167249858379364, + 0.0358092300593853 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.054943352937698364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_5/index_tensor([1874, 1874])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_5/index_tensor([1874, 1874])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..684ee00ee477a8f8852296062e20f41d9130e196 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_5/index_tensor([1874, 1874])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.", + "seed": 3051, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_5/index_1874_seed_3051_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.14982764162123202, + "vlm_logprob": -0.14982764162123202, + "vlm_yes_no_margin": 2.375000011920929, + "vlm_token_credit": -0.14982764162123202, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43232983350753784 + ], + "opposite_logprob_tokens": [ + -1.0573298931121826 + ], + "logprob_reward": -0.43232983350753784, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.43232983350753784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1962197870016098, + 0.07986043393611908, + 0.24719704687595367, + 0.04600907117128372, + 0.05637842044234276, + 0.02070511132478714, + 0.18701232969760895, + 0.11215400695800781, + 0.019458390772342682, + 0.03500549495220184 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.43232983350753784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0182130578905344 + ], + "opposite_logprob_tokens": [ + -4.018213272094727 + ], + "logprob_reward": -0.0182130578905344, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0182130578905344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19431157410144806, + 0.09230910986661911, + 0.14654038846492767, + 0.09300711005926132, + 0.23133541643619537, + 0.025500750169157982, + 0.031843263655900955, + 0.1021665632724762, + 0.05318516120314598, + 0.029800675809383392 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.0182130578905344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001326233148575 + ], + "opposite_logprob_tokens": [ + -2.6950132846832275 + ], + "logprob_reward": -0.07001326233148575, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001326233148575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1116332858800888, + 0.16737258434295654, + 0.07847825437784195, + 0.04475656896829605, + 0.05527832359075546, + 0.049477413296699524, + 0.06953686475753784, + 0.13267508149147034, + 0.15000589191913605, + 0.14078572392463684 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.07001326233148575 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04866999387741089 + ], + "opposite_logprob_tokens": [ + -3.0486700534820557 + ], + "logprob_reward": -0.04866999387741089, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04866999387741089, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05708034336566925, + 0.11708154529333115, + 0.06063355132937431, + 0.0446767695248127, + 0.4676474630832672, + 0.009203052148222923, + 0.10419834405183792, + 0.04875457286834717, + 0.04867710918188095, + 0.042047206312417984 + ], + "top_frames": [ + 4, + 1, + 6 + ], + "selected_reward": -0.04866999387741089 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17991206049919128 + ], + "opposite_logprob_tokens": [ + -1.8049120903015137 + ], + "logprob_reward": -0.17991206049919128, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17991206049919128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11416788399219513, + 0.05151841416954994, + 0.0600915253162384, + 0.05291970819234848, + 0.44030264019966125, + 0.025926440954208374, + 0.03820032626390457, + 0.046267807483673096, + 0.018721317872405052, + 0.15188398957252502 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.17991206049919128 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.", + "seed": 3052, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_5/index_1874_seed_3052_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07760773319751024, + "vlm_logprob": -0.07760773319751024, + "vlm_yes_no_margin": 3.175, + "vlm_token_credit": -0.07760773319751024, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2550464868545532 + ], + "opposite_logprob_tokens": [ + -1.5050464868545532 + ], + "logprob_reward": -0.2550464868545532, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2550464868545532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0951688215136528, + 0.03403342142701149, + 0.07268134504556656, + 0.06117209792137146, + 0.2475709766149521, + 0.02258528582751751, + 0.12241107225418091, + 0.09906747192144394, + 0.11843091994524002, + 0.12687866389751434 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.2550464868545532 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012556425295770168 + ], + "opposite_logprob_tokens": [ + -4.387556552886963 + ], + "logprob_reward": -0.012556425295770168, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012556425295770168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17964226007461548, + 0.030695302411913872, + 0.2988293766975403, + 0.028393106535077095, + 0.22256530821323395, + 0.049049828201532364, + 0.03239791467785835, + 0.0851338654756546, + 0.030771903693675995, + 0.04252109304070473 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.012556425295770168 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896366715431213 + ], + "opposite_logprob_tokens": [ + -2.5789637565612793 + ], + "logprob_reward": -0.07896366715431213, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896366715431213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.030266741290688515, + 0.023224851116538048, + 0.12944288551807404, + 0.1102881208062172, + 0.30129459500312805, + 0.02359890379011631, + 0.03019060008227825, + 0.03501678258180618, + 0.27536553144454956, + 0.04131097346544266 + ], + "top_frames": [ + 4, + 8, + 2 + ], + "selected_reward": -0.07896366715431213 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329086884856224 + ], + "opposite_logprob_tokens": [ + -3.7732908725738525 + ], + "logprob_reward": -0.02329086884856224, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329086884856224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08503544330596924, + 0.1827501654624939, + 0.16387316584587097, + 0.04595758020877838, + 0.21896199882030487, + 0.04189383238554001, + 0.022853920236229897, + 0.02875051461160183, + 0.1688859462738037, + 0.041037485003471375 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.02329086884856224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181217834353447 + ], + "opposite_logprob_tokens": [ + -4.018181324005127 + ], + "logprob_reward": -0.018181217834353447, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181217834353447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07409598678350449, + 0.07671163231134415, + 0.2845548391342163, + 0.02441825345158577, + 0.12755261361598969, + 0.13216207921504974, + 0.05841737240552902, + 0.027946721762418747, + 0.10893621295690536, + 0.08520424365997314 + ], + "top_frames": [ + 2, + 5, + 4 + ], + "selected_reward": -0.018181217834353447 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.", + "seed": 3053, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_5/index_1874_seed_3053_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.031447688955813645, + "vlm_logprob": -0.031447688955813645, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.031447688955813645, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09135276079177856 + ], + "opposite_logprob_tokens": [ + -2.466352701187134 + ], + "logprob_reward": -0.09135276079177856, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09135276079177856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16224241256713867, + 0.054853521287441254, + 0.03533133491873741, + 0.06931686401367188, + 0.03897762671113014, + 0.2120625227689743, + 0.08083926886320114, + 0.045893602073192596, + 0.24624232947826385, + 0.05424048751592636 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.09135276079177856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005960783455520868 + ], + "opposite_logprob_tokens": [ + -5.130960941314697 + ], + "logprob_reward": -0.005960783455520868, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005960783455520868, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17244112491607666, + 0.08941193670034409, + 0.06275178492069244, + 0.1470825970172882, + 0.07971973717212677, + 0.06450865417718887, + 0.15523852407932281, + 0.10395505279302597, + 0.07467125356197357, + 0.050219323486089706 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.005960783455520868 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327817492187023 + ], + "opposite_logprob_tokens": [ + -3.77327823638916 + ], + "logprob_reward": -0.02327817492187023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327817492187023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1302974820137024, + 0.07123501598834991, + 0.05337018519639969, + 0.10137134790420532, + 0.06784773617982864, + 0.30875545740127563, + 0.030097534880042076, + 0.06196903809905052, + 0.05166007950901985, + 0.123396135866642 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.02327817492187023 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607270911335945 + ], + "opposite_logprob_tokens": [ + -4.141072750091553 + ], + "logprob_reward": -0.01607270911335945, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607270911335945, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22918015718460083, + 0.08963858336210251, + 0.04895177111029625, + 0.10073787719011307, + 0.06087889149785042, + 0.28508731722831726, + 0.03825275972485542, + 0.02425733581185341, + 0.03998435661196709, + 0.08303091675043106 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.01607270911335945 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020574016496539116 + ], + "opposite_logprob_tokens": [ + -3.8955740928649902 + ], + "logprob_reward": -0.020574016496539116, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020574016496539116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14337627589702606, + 0.04183225333690643, + 0.09060044586658478, + 0.12032730132341385, + 0.13905377686023712, + 0.30668699741363525, + 0.02760503441095352, + 0.035989176481962204, + 0.02502257376909256, + 0.06950607895851135 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.020574016496539116 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slowly advancing camera, tilted slightly upward, gently traverses the milky, hazy mist that hangs over a pond in the early morning. The world feels like a moving Monet Impressionist painting. As the camera steadily moves forward, focus gradually sharpens, revealing a lush, emerald green bamboo frog standing gracefully in the center of a broad, flat lily pad. Its skin, smooth and moist, gleams like porcelain in the soft, diffused light. Its large, bulging eyes, like inlaid amber, gaze serenely ahead. It stands gracefully, its slender limbs firmly supporting its body, its suction-cup-covered toes delicately clinging to the leaf, studded with glistening water droplets. The background is completely blurred, revealing only a dappled cacophony of light and shadow, composed of lily pads, ripples, and reflections. Soft pinks, lavenders, and pale yellows melt and flow in the ripples. The light slanting down from the top of the picture passes through the mist and leaves, casting broken and flickering spots of light on the frog's back and the lotus leaves, creating an extremely tranquil, poetic and dreamy atmosphere with soft and blended colors, and the air is full of tranquility and vitality.", + "seed": 3054, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_5/index_1874_seed_3054_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03340681362897158, + "vlm_logprob": -0.03340681362897158, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03340681362897158, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05106363445520401 + ], + "opposite_logprob_tokens": [ + -3.0510635375976562 + ], + "logprob_reward": -0.05106363445520401, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05106363445520401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05759739130735397, + 0.1269197314977646, + 0.03893581032752991, + 0.04577909782528877, + 0.16023041307926178, + 0.17705659568309784, + 0.12321252375841141, + 0.026772471144795418, + 0.10608718544244766, + 0.1374088078737259 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.05106363445520401 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747319363057613 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747319363057613, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747319363057613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.163916677236557, + 0.08689277619123459, + 0.09967298805713654, + 0.044250160455703735, + 0.06402534246444702, + 0.16525010764598846, + 0.09867303818464279, + 0.035864152014255524, + 0.19064365327358246, + 0.05081106349825859 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.006747319363057613 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020573081448674202 + ], + "opposite_logprob_tokens": [ + -3.895573139190674 + ], + "logprob_reward": -0.020573081448674202, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020573081448674202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15390834212303162, + 0.07331258058547974, + 0.06300091743469238, + 0.1235731691122055, + 0.15156424045562744, + 0.24250182509422302, + 0.09151315689086914, + 0.03553001582622528, + 0.02069374918937683, + 0.044402044266462326 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.020573081448674202 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033703748136758804 + ], + "opposite_logprob_tokens": [ + -3.4087038040161133 + ], + "logprob_reward": -0.033703748136758804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033703748136758804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18005035817623138, + 0.10383185744285583, + 0.21565553545951843, + 0.08478756248950958, + 0.07186932116746902, + 0.07490364462137222, + 0.06042226403951645, + 0.03037789836525917, + 0.09733589738607407, + 0.08076561987400055 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.033703748136758804 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a lush, emerald green bamboo frog?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the frog standing on a broad, flat lily pad studded with glistening water droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera slowly advance forward while tilted slightly upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred showing only dappled light, shadow, and ripples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are the colors in the scene soft and blended, featuring soft pinks, lavenders, and pale yellows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054946284741163254 + ], + "opposite_logprob_tokens": [ + -2.929946184158325 + ], + "logprob_reward": -0.054946284741163254, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054946284741163254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1300213783979416, + 0.3715630769729614, + 0.0588306225836277, + 0.04504174366593361, + 0.15842567384243011, + 0.06356478482484818, + 0.07420115172863007, + 0.0417991504073143, + 0.01996377669274807, + 0.03658861294388771 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.054946284741163254 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_6/index_tensor([9395, 9395])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_6/index_tensor([9395, 9395])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..319d8bafc3cb5218a9fdf4d84ad14f8261435025 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_6/index_tensor([9395, 9395])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Emulating the style of Robert Capa's cinematography, the film captures a powerful, static close-up in high-contrast black and white, imbued with a harsh, grainy film texture. The camera focuses sharply on the face of a middle-aged criminal psychologist, his dark hair meticulously cropped short, with strands of silver adorning the temples. Cast by a hard, sidelight, every wrinkle and texture on his face is dramatically magnified, his deep eye sockets and furrowed brow standing out against the heavy shadows. In his right hand, he clutches a crucial piece of evidence—a slightly wrinkled piece of paper. His knuckles are white from excessive pressure, and veins bulge on the back of his hand. However, the camera's focus is entirely on his resolute eyes, their pupils slightly constricted in the bright light, a glint of intense concentration, analytical calm, and a sharp glint poised to penetrate the truth. He wears a dark wool suit jacket, the collar edge reflecting a harsh highlight. The background is processed into a blurred patchwork of light and shadow in an extremely shallow depth of field, and only a corner of a study piled with files can be vaguely identified. This treatment directs all visual focus to the fierce storm in his heart, creating an atmosphere of extreme tension, concentration and full of intellectual gaming.", + "seed": 9103, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_6/index_9395_seed_9103_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01351980036124587, + "vlm_logprob": -0.01351980036124587, + "vlm_yes_no_margin": 4.625, + "vlm_token_credit": -0.01351980036124587, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004403655882924795 + ], + "opposite_logprob_tokens": [ + -6.129403591156006 + ], + "logprob_reward": -0.004403655882924795, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.004403655882924795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10087475925683975, + 0.029194170609116554, + 0.5396117568016052, + 0.06566353142261505, + 0.048935405910015106, + 0.04192367196083069, + 0.0965212807059288, + 0.02683551423251629, + 0.0260677058249712, + 0.024372225627303123 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.004403655882924795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016080567613244057 + ], + "opposite_logprob_tokens": [ + -4.141080379486084 + ], + "logprob_reward": -0.016080567613244057, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016080567613244057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2762746512889862, + 0.10959848016500473, + 0.3278507888317108, + 0.09882964938879013, + 0.02877003699541092, + 0.039955705404281616, + 0.015344172716140747, + 0.04178246483206749, + 0.03738865256309509, + 0.02420530840754509 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.016080567613244057 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584875717759132 + ], + "opposite_logprob_tokens": [ + -3.89558482170105 + ], + "logprob_reward": -0.020584875717759132, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584875717759132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1444309502840042, + 0.03448949381709099, + 0.5344270467758179, + 0.051039520651102066, + 0.03521262854337692, + 0.028762102127075195, + 0.09709279984235764, + 0.02393052726984024, + 0.030139081180095673, + 0.020475873723626137 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.020584875717759132 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058464288711548 + ], + "opposite_logprob_tokens": [ + -3.8955845832824707 + ], + "logprob_reward": -0.02058464288711548, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058464288711548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09692718833684921, + 0.054479166865348816, + 0.27007362246513367, + 0.06984466314315796, + 0.08073774725198746, + 0.05975203588604927, + 0.10335910320281982, + 0.030872326344251633, + 0.2151956558227539, + 0.018758468329906464 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.02058464288711548 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00594525970518589 + ], + "opposite_logprob_tokens": [ + -5.130945205688477 + ], + "logprob_reward": -0.00594525970518589, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00594525970518589, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1819184571504593, + 0.05283232033252716, + 0.4906981587409973, + 0.08769817650318146, + 0.018503902480006218, + 0.012828906998038292, + 0.08341451734304428, + 0.02790454961359501, + 0.021766701713204384, + 0.022434260696172714 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.00594525970518589 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Emulating the style of Robert Capa's cinematography, the film captures a powerful, static close-up in high-contrast black and white, imbued with a harsh, grainy film texture. The camera focuses sharply on the face of a middle-aged criminal psychologist, his dark hair meticulously cropped short, with strands of silver adorning the temples. Cast by a hard, sidelight, every wrinkle and texture on his face is dramatically magnified, his deep eye sockets and furrowed brow standing out against the heavy shadows. In his right hand, he clutches a crucial piece of evidence—a slightly wrinkled piece of paper. His knuckles are white from excessive pressure, and veins bulge on the back of his hand. However, the camera's focus is entirely on his resolute eyes, their pupils slightly constricted in the bright light, a glint of intense concentration, analytical calm, and a sharp glint poised to penetrate the truth. He wears a dark wool suit jacket, the collar edge reflecting a harsh highlight. The background is processed into a blurred patchwork of light and shadow in an extremely shallow depth of field, and only a corner of a study piled with files can be vaguely identified. This treatment directs all visual focus to the fierce storm in his heart, creating an atmosphere of extreme tension, concentration and full of intellectual gaming.", + "seed": 9104, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_6/index_9395_seed_9104_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.014307375159114599, + "vlm_logprob": -0.014307375159114599, + "vlm_yes_no_margin": 4.55, + "vlm_token_credit": -0.014307375159114599, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008773352019488811 + ], + "opposite_logprob_tokens": [ + -5.133773326873779 + ], + "logprob_reward": -0.008773352019488811, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.008773352019488811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08026188611984253, + 0.03304440528154373, + 0.05770998075604439, + 0.05203765258193016, + 0.17204499244689941, + 0.07961960881948471, + 0.1427357941865921, + 0.09223149716854095, + 0.2088317573070526, + 0.0814824029803276 + ], + "top_frames": [ + 8, + 4, + 6 + ], + "selected_reward": -0.008773352019488811 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296808823943138 + ], + "opposite_logprob_tokens": [ + -3.77329683303833 + ], + "logprob_reward": -0.023296808823943138, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296808823943138, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03516358137130737, + 0.02433972805738449, + 0.026044433936476707, + 0.014603991061449051, + 0.04006003960967064, + 0.04350491985678673, + 0.08047278970479965, + 0.08948434144258499, + 0.5930786728858948, + 0.05324753373861313 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.023296808823943138 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058335766196251 + ], + "opposite_logprob_tokens": [ + -3.895583391189575 + ], + "logprob_reward": -0.02058335766196251, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058335766196251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12679734826087952, + 0.06587130576372147, + 0.1106700748205185, + 0.09871108829975128, + 0.07985251396894455, + 0.09243455529212952, + 0.11647295951843262, + 0.21729937195777893, + 0.06346556544303894, + 0.028425265103578568 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.02058335766196251 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606731116771698 + ], + "opposite_logprob_tokens": [ + -4.1410675048828125 + ], + "logprob_reward": -0.01606731116771698, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606731116771698, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10937248915433884, + 0.035800859332084656, + 0.04473745822906494, + 0.02959497459232807, + 0.17648985981941223, + 0.024941662326455116, + 0.09870605915784836, + 0.13808190822601318, + 0.3184952437877655, + 0.02377944253385067 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.01606731116771698 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028160461224615574 + ], + "opposite_logprob_tokens": [ + -5.877816200256348 + ], + "logprob_reward": -0.0028160461224615574, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028160461224615574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15371575951576233, + 0.05092155560851097, + 0.12198840081691742, + 0.08651919662952423, + 0.06939403712749481, + 0.041481878608465195, + 0.12734395265579224, + 0.1987951695919037, + 0.06420367956161499, + 0.08563641458749771 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0028160461224615574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Emulating the style of Robert Capa's cinematography, the film captures a powerful, static close-up in high-contrast black and white, imbued with a harsh, grainy film texture. The camera focuses sharply on the face of a middle-aged criminal psychologist, his dark hair meticulously cropped short, with strands of silver adorning the temples. Cast by a hard, sidelight, every wrinkle and texture on his face is dramatically magnified, his deep eye sockets and furrowed brow standing out against the heavy shadows. In his right hand, he clutches a crucial piece of evidence—a slightly wrinkled piece of paper. His knuckles are white from excessive pressure, and veins bulge on the back of his hand. However, the camera's focus is entirely on his resolute eyes, their pupils slightly constricted in the bright light, a glint of intense concentration, analytical calm, and a sharp glint poised to penetrate the truth. He wears a dark wool suit jacket, the collar edge reflecting a harsh highlight. The background is processed into a blurred patchwork of light and shadow in an extremely shallow depth of field, and only a corner of a study piled with files can be vaguely identified. This treatment directs all visual focus to the fierce storm in his heart, creating an atmosphere of extreme tension, concentration and full of intellectual gaming.", + "seed": 9105, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_6/index_9395_seed_9105_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.012839517928659916, + "vlm_logprob": -0.012839517928659916, + "vlm_yes_no_margin": 4.7, + "vlm_token_credit": -0.012839517928659916, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004697122145444155 + ], + "opposite_logprob_tokens": [ + -6.129697322845459 + ], + "logprob_reward": -0.004697122145444155, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.004697122145444155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09927966445684433, + 0.1735263615846634, + 0.07931207865476608, + 0.12029480934143066, + 0.11094657331705093, + 0.1506795734167099, + 0.045342493802309036, + 0.07740865647792816, + 0.06244126707315445, + 0.08076860010623932 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.004697122145444155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016083501279354095 + ], + "opposite_logprob_tokens": [ + -4.141083717346191 + ], + "logprob_reward": -0.016083501279354095, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016083501279354095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24574850499629974, + 0.21774432063102722, + 0.07180248945951462, + 0.1174275353550911, + 0.052742909640073776, + 0.07520032674074173, + 0.087498240172863, + 0.05232945457100868, + 0.04517795518040657, + 0.03432830050587654 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016083501279354095 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193742260336876 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193742260336876, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193742260336876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12948817014694214, + 0.12761393189430237, + 0.14856702089309692, + 0.07884004712104797, + 0.10037803649902344, + 0.08865682780742645, + 0.047001902014017105, + 0.05522705614566803, + 0.07817650586366653, + 0.14605049788951874 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.018193742260336876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058744616806507 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.02058744616806507, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058744616806507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08170188963413239, + 0.066667340695858, + 0.14428946375846863, + 0.14021055400371552, + 0.07488483935594559, + 0.050230786204338074, + 0.06818906962871552, + 0.10432222485542297, + 0.16366152465343475, + 0.10584225505590439 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.02058744616806507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004635777790099382 + ], + "opposite_logprob_tokens": [ + -5.379635810852051 + ], + "logprob_reward": -0.004635777790099382, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004635777790099382, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08620425313711166, + 0.14008848369121552, + 0.04317650943994522, + 0.03944115340709686, + 0.021598558872938156, + 0.07581251114606857, + 0.06950977444648743, + 0.03464815765619278, + 0.33960089087486267, + 0.14991965889930725 + ], + "top_frames": [ + 8, + 9, + 1 + ], + "selected_reward": -0.004635777790099382 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Emulating the style of Robert Capa's cinematography, the film captures a powerful, static close-up in high-contrast black and white, imbued with a harsh, grainy film texture. The camera focuses sharply on the face of a middle-aged criminal psychologist, his dark hair meticulously cropped short, with strands of silver adorning the temples. Cast by a hard, sidelight, every wrinkle and texture on his face is dramatically magnified, his deep eye sockets and furrowed brow standing out against the heavy shadows. In his right hand, he clutches a crucial piece of evidence—a slightly wrinkled piece of paper. His knuckles are white from excessive pressure, and veins bulge on the back of his hand. However, the camera's focus is entirely on his resolute eyes, their pupils slightly constricted in the bright light, a glint of intense concentration, analytical calm, and a sharp glint poised to penetrate the truth. He wears a dark wool suit jacket, the collar edge reflecting a harsh highlight. The background is processed into a blurred patchwork of light and shadow in an extremely shallow depth of field, and only a corner of a study piled with files can be vaguely identified. This treatment directs all visual focus to the fierce storm in his heart, creating an atmosphere of extreme tension, concentration and full of intellectual gaming.", + "seed": 9106, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_6/index_9395_seed_9106_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02814647937193513, + "vlm_logprob": -0.02814647937193513, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.02814647937193513, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00252618920058012 + ], + "opposite_logprob_tokens": [ + -6.62752628326416 + ], + "logprob_reward": -0.00252618920058012, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.00252618920058012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24494731426239014, + 0.06264320760965347, + 0.055806491523981094, + 0.034999337047338486, + 0.06588146090507507, + 0.07169973850250244, + 0.09050408005714417, + 0.0556674599647522, + 0.2338538020849228, + 0.08399709314107895 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.00252618920058012 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026352232322096825 + ], + "opposite_logprob_tokens": [ + -3.6513521671295166 + ], + "logprob_reward": -0.026352232322096825, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026352232322096825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4920976459980011, + 0.09139829128980637, + 0.047831859439611435, + 0.02834605611860752, + 0.04458988457918167, + 0.044123921543359756, + 0.015447785146534443, + 0.07092078775167465, + 0.07765636593103409, + 0.08758741617202759 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.026352232322096825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070948913693428 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070948913693428, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070948913693428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3830162584781647, + 0.051232561469078064, + 0.06729239225387573, + 0.04220755770802498, + 0.08038495481014252, + 0.045481983572244644, + 0.03091227263212204, + 0.05655677616596222, + 0.13541533052921295, + 0.10749994218349457 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.016070948913693428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905145525932312 + ], + "opposite_logprob_tokens": [ + -2.4640514850616455 + ], + "logprob_reward": -0.08905145525932312, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905145525932312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29052215814590454, + 0.04078279808163643, + 0.044567398726940155, + 0.04490017890930176, + 0.094818614423275, + 0.04459930211305618, + 0.04868922010064125, + 0.13527272641658783, + 0.1614883840084076, + 0.09435922652482986 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.08905145525932312 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white with a harsh, grainy film texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a middle-aged man with short dark hair featuring silver strands at the temples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man wearing a dark wool suit jacket with a visible collar edge reflecting a harsh highlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the man holding a slightly wrinkled piece of paper in his right hand with white knuckles and bulging veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background extremely blurred with a shallow depth of field, showing only a vague corner of a study piled with files?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731571163982153 + ], + "opposite_logprob_tokens": [ + -5.0067315101623535 + ], + "logprob_reward": -0.006731571163982153, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731571163982153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25947678089141846, + 0.07411952316761017, + 0.06500976532697678, + 0.06144131347537041, + 0.08636976033449173, + 0.0925658792257309, + 0.0344112254679203, + 0.07415974140167236, + 0.1470363438129425, + 0.10540969669818878 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.006731571163982153 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_7/index_tensor([1878, 1878])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_7/index_tensor([1878, 1878])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8005ddc5005cc91e78eb3d81bde174b35e397358 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_7/index_tensor([1878, 1878])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a scene rendered in a realistic style, the camera begins in a medium shot, slightly looking up, and slowly but steadily advances. Against the backdrop of a stormy night sky, swirling inky clouds, a jagged, blinding white lightning suddenly and without warning rips through the sky, its furious energy causing the very air to vibrate. This instantaneous burst of cold, almost blinding light, like a stage spotlight, instantly dispels the darkness and precisely outlines the unwavering figure of a white-haired elderly woman—Miyamizu Kazuha. Her silver hair is meticulously tied back in a traditional bun. The lightning casts sharp shadows on her deep wrinkles, each line seemingly etched with the wisdom and resilience of age. She wears a traditional, rich, deep indigo kimono, neatly lapped and tightly tied with a sash at the waist. As the camera slowly zooms in, its focus completely on her resolute face. Faced with this devastating force, her eyes show no fear or avoidance, but instead widen, their clear pupils fully reflecting the fleeting branch-like forms of the lightning. Her lips are pursed, her jawline tense, and her entire facial expression blends a solemnity and unyielding determination, as if in dialogue with the might of nature. This creates a grand and tense atmosphere, akin to the peak of human spiritual strength before an apocalyptic scene.", + "seed": 29539, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_7/index_1878_seed_29539_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03433575490489602, + "vlm_logprob": -0.03433575490489602, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.03433575490489602, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1286882758140564 + ], + "opposite_logprob_tokens": [ + -2.128688335418701 + ], + "logprob_reward": -0.1286882758140564, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1286882758140564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.392958402633667, + 0.11246688663959503, + 0.0449535995721817, + 0.06219598650932312, + 0.033487189561128616, + 0.035222336649894714, + 0.09388936311006546, + 0.09977488219738007, + 0.0927240177989006, + 0.03232729807496071 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.1286882758140564 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633681409060955 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633681409060955, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633681409060955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.35015660524368286, + 0.05325213447213173, + 0.03458390384912491, + 0.042525772005319595, + 0.045390281826257706, + 0.07818473875522614, + 0.17277905344963074, + 0.07442224770784378, + 0.10670574754476547, + 0.04199950024485588 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.007633681409060955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541121803224087 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541121803224087, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541121803224087, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41514942049980164, + 0.11020173132419586, + 0.04139292240142822, + 0.05055900290608406, + 0.04911360144615173, + 0.0415477380156517, + 0.09106140583753586, + 0.05616969242691994, + 0.07412293553352356, + 0.0706816092133522 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.012541121803224087 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818074844777584 + ], + "opposite_logprob_tokens": [ + -4.018180847167969 + ], + "logprob_reward": -0.01818074844777584, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818074844777584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21766149997711182, + 0.16993454098701477, + 0.049305833876132965, + 0.04026365280151367, + 0.048329100012779236, + 0.04057618975639343, + 0.07308734953403473, + 0.08927090466022491, + 0.10424617677927017, + 0.16732476651668549 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.01818074844777584 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634947050362825 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634947050362825, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634947050362825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19665725529193878, + 0.08289727568626404, + 0.025875171646475792, + 0.03145769611001015, + 0.02461794950067997, + 0.0659976676106453, + 0.07623885571956635, + 0.16136564314365387, + 0.2774988114833832, + 0.05739358812570572 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.004634947050362825 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene rendered in a realistic style, the camera begins in a medium shot, slightly looking up, and slowly but steadily advances. Against the backdrop of a stormy night sky, swirling inky clouds, a jagged, blinding white lightning suddenly and without warning rips through the sky, its furious energy causing the very air to vibrate. This instantaneous burst of cold, almost blinding light, like a stage spotlight, instantly dispels the darkness and precisely outlines the unwavering figure of a white-haired elderly woman—Miyamizu Kazuha. Her silver hair is meticulously tied back in a traditional bun. The lightning casts sharp shadows on her deep wrinkles, each line seemingly etched with the wisdom and resilience of age. She wears a traditional, rich, deep indigo kimono, neatly lapped and tightly tied with a sash at the waist. As the camera slowly zooms in, its focus completely on her resolute face. Faced with this devastating force, her eyes show no fear or avoidance, but instead widen, their clear pupils fully reflecting the fleeting branch-like forms of the lightning. Her lips are pursed, her jawline tense, and her entire facial expression blends a solemnity and unyielding determination, as if in dialogue with the might of nature. This creates a grand and tense atmosphere, akin to the peak of human spiritual strength before an apocalyptic scene.", + "seed": 29540, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_7/index_1878_seed_29540_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01622999832034111, + "vlm_logprob": -0.01622999832034111, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.01622999832034111, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039164163172245026 + ], + "opposite_logprob_tokens": [ + -3.2891640663146973 + ], + "logprob_reward": -0.039164163172245026, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039164163172245026, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38000935316085815, + 0.05822664499282837, + 0.0334809310734272, + 0.03635197505354881, + 0.09607858955860138, + 0.16875912249088287, + 0.10363271087408066, + 0.04760628566145897, + 0.04504835605621338, + 0.030806057155132294 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.039164163172245026 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645249530673027 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008645249530673027, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645249530673027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2909511625766754, + 0.08976631611585617, + 0.023762905970215797, + 0.05065598338842392, + 0.08090335130691528, + 0.1827939748764038, + 0.10615949332714081, + 0.06559447199106216, + 0.046442531049251556, + 0.06296972185373306 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.008645249530673027 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864111352711916 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.00864111352711916, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864111352711916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29094743728637695, + 0.12822279334068298, + 0.045670285820961, + 0.05524618178606033, + 0.026623379439115524, + 0.30353066325187683, + 0.05256180092692375, + 0.03505144268274307, + 0.031022652983665466, + 0.03112333081662655 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.00864111352711916 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606437936425209 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.01606437936425209, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606437936425209, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13402478396892548, + 0.03941361978650093, + 0.0321711003780365, + 0.036469146609306335, + 0.20338517427444458, + 0.1916058361530304, + 0.19502562284469604, + 0.07693665474653244, + 0.03706056624650955, + 0.05390748754143715 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.01606437936425209 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635086007416248 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635086007416248, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635086007416248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028480755165219307, + 0.01847219653427601, + 0.013087558560073376, + 0.014722094871103764, + 0.05302485078573227, + 0.4816611707210541, + 0.25798287987709045, + 0.10733100026845932, + 0.013958167284727097, + 0.011279325932264328 + ], + "top_frames": [ + 5, + 6, + 7 + ], + "selected_reward": -0.008635086007416248 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene rendered in a realistic style, the camera begins in a medium shot, slightly looking up, and slowly but steadily advances. Against the backdrop of a stormy night sky, swirling inky clouds, a jagged, blinding white lightning suddenly and without warning rips through the sky, its furious energy causing the very air to vibrate. This instantaneous burst of cold, almost blinding light, like a stage spotlight, instantly dispels the darkness and precisely outlines the unwavering figure of a white-haired elderly woman—Miyamizu Kazuha. Her silver hair is meticulously tied back in a traditional bun. The lightning casts sharp shadows on her deep wrinkles, each line seemingly etched with the wisdom and resilience of age. She wears a traditional, rich, deep indigo kimono, neatly lapped and tightly tied with a sash at the waist. As the camera slowly zooms in, its focus completely on her resolute face. Faced with this devastating force, her eyes show no fear or avoidance, but instead widen, their clear pupils fully reflecting the fleeting branch-like forms of the lightning. Her lips are pursed, her jawline tense, and her entire facial expression blends a solemnity and unyielding determination, as if in dialogue with the might of nature. This creates a grand and tense atmosphere, akin to the peak of human spiritual strength before an apocalyptic scene.", + "seed": 29541, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_7/index_1878_seed_29541_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.046427103038877246, + "vlm_logprob": -0.046427103038877246, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.046427103038877246, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006529425736516714 + ], + "opposite_logprob_tokens": [ + -5.131529331207275 + ], + "logprob_reward": -0.006529425736516714, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006529425736516714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12439622730016708, + 0.07111683487892151, + 0.15641140937805176, + 0.05091579258441925, + 0.05768163874745369, + 0.04989365488290787, + 0.05236026644706726, + 0.02070792391896248, + 0.3597261309623718, + 0.05679008364677429 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.006529425736516714 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603633314371109 + ], + "opposite_logprob_tokens": [ + -1.9103633165359497 + ], + "logprob_reward": -0.1603633314371109, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603633314371109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2549215257167816, + 0.05014415830373764, + 0.2408922016620636, + 0.049390967935323715, + 0.021619508042931557, + 0.022322285920381546, + 0.058336470276117325, + 0.04125257581472397, + 0.2153632491827011, + 0.04575708881020546 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.1603633314371109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077283769845963 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077283769845963, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077283769845963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18739677965641022, + 0.04447285085916519, + 0.3638024926185608, + 0.0785248652100563, + 0.038169361650943756, + 0.032092634588479996, + 0.039912112057209015, + 0.02896294556558132, + 0.10807252675294876, + 0.07859347015619278 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.016077283769845963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073680594563484 + ], + "opposite_logprob_tokens": [ + -4.511073589324951 + ], + "logprob_reward": -0.011073680594563484, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073680594563484, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17665457725524902, + 0.06341762095689774, + 0.13529545068740845, + 0.05182850360870361, + 0.05110299959778786, + 0.037638287991285324, + 0.0523175373673439, + 0.11280450224876404, + 0.09122197329998016, + 0.2277185469865799 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.011073680594563484 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809179365634918 + ], + "opposite_logprob_tokens": [ + -3.2880918979644775 + ], + "logprob_reward": -0.03809179365634918, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809179365634918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1356842815876007, + 0.04032191261649132, + 0.06434860080480576, + 0.04786146059632301, + 0.0888429805636406, + 0.0828668549656868, + 0.13308709859848022, + 0.12871935963630676, + 0.09034626930952072, + 0.1879211962223053 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.03809179365634918 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a scene rendered in a realistic style, the camera begins in a medium shot, slightly looking up, and slowly but steadily advances. Against the backdrop of a stormy night sky, swirling inky clouds, a jagged, blinding white lightning suddenly and without warning rips through the sky, its furious energy causing the very air to vibrate. This instantaneous burst of cold, almost blinding light, like a stage spotlight, instantly dispels the darkness and precisely outlines the unwavering figure of a white-haired elderly woman—Miyamizu Kazuha. Her silver hair is meticulously tied back in a traditional bun. The lightning casts sharp shadows on her deep wrinkles, each line seemingly etched with the wisdom and resilience of age. She wears a traditional, rich, deep indigo kimono, neatly lapped and tightly tied with a sash at the waist. As the camera slowly zooms in, its focus completely on her resolute face. Faced with this devastating force, her eyes show no fear or avoidance, but instead widen, their clear pupils fully reflecting the fleeting branch-like forms of the lightning. Her lips are pursed, her jawline tense, and her entire facial expression blends a solemnity and unyielding determination, as if in dialogue with the might of nature. This creates a grand and tense atmosphere, akin to the peak of human spiritual strength before an apocalyptic scene.", + "seed": 29542, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_7/index_1878_seed_29542_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03936606347560882, + "vlm_logprob": -0.03936606347560882, + "vlm_yes_no_margin": 3.8, + "vlm_token_credit": -0.03936606347560882, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11394093930721283 + ], + "opposite_logprob_tokens": [ + -2.238940954208374 + ], + "logprob_reward": -0.11394093930721283, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11394093930721283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06721778213977814, + 0.024661123752593994, + 0.12859903275966644, + 0.06654810160398483, + 0.15808509290218353, + 0.08755457401275635, + 0.04733648523688316, + 0.06855423003435135, + 0.08547273278236389, + 0.2659708261489868 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.11394093930721283 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020583825185894966 + ], + "opposite_logprob_tokens": [ + -3.8955838680267334 + ], + "logprob_reward": -0.020583825185894966, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020583825185894966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08060740679502487, + 0.016787705942988396, + 0.08110854774713516, + 0.05238840728998184, + 0.19113627076148987, + 0.05863473564386368, + 0.019876917824149132, + 0.030818115919828415, + 0.03530275821685791, + 0.4333391487598419 + ], + "top_frames": [ + 9, + 4, + 2 + ], + "selected_reward": -0.020583825185894966 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031925681978464127 + ], + "opposite_logprob_tokens": [ + -5.75319242477417 + ], + "logprob_reward": -0.0031925681978464127, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031925681978464127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11291785538196564, + 0.04278743267059326, + 0.07464706897735596, + 0.06502234935760498, + 0.22616341710090637, + 0.14014239609241486, + 0.035800617188215256, + 0.06743417680263519, + 0.05915387347340584, + 0.17593082785606384 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.0031925681978464127 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04305095225572586 + ], + "opposite_logprob_tokens": [ + -3.16805100440979 + ], + "logprob_reward": -0.04305095225572586, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04305095225572586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11847254633903503, + 0.033539146184921265, + 0.09195248782634735, + 0.07153555005788803, + 0.061682552099227905, + 0.14977824687957764, + 0.06444251537322998, + 0.058962710201740265, + 0.13756753504276276, + 0.21206669509410858 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.04305095225572586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set at night with a stormy sky featuring swirling inky clouds and a sudden flash of white lightning?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the central figure an elderly woman with white hair tied back in a traditional bun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a traditional deep indigo kimono with a sash tied at the waist?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman's facial expression show wide eyes, pursed lips, and a tense jawline conveying determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera start in a medium shot looking up and slowly zoom in on the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606203243136406 + ], + "opposite_logprob_tokens": [ + -4.141062259674072 + ], + "logprob_reward": -0.01606203243136406, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606203243136406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07391722500324249, + 0.07193247973918915, + 0.10785997658967972, + 0.09204280376434326, + 0.11274462938308716, + 0.2002495527267456, + 0.017026102170348167, + 0.060089338570833206, + 0.10427243262529373, + 0.15986548364162445 + ], + "top_frames": [ + 5, + 9, + 4 + ], + "selected_reward": -0.01606203243136406 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_8/index_tensor([4433, 4433])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_8/index_tensor([4433, 4433])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a8d900d05e038c9b72f9528ee6cc8cbff3049a24 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_8/index_tensor([4433, 4433])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.", + "seed": 3554, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_8/index_4433_seed_3554_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3482308493927121, + "vlm_logprob": -0.3482308493927121, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.3482308493927121, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004813036881387234 + ], + "opposite_logprob_tokens": [ + -5.504813194274902 + ], + "logprob_reward": -0.004813036881387234, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004813036881387234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.425577312707901, + 0.06834770739078522, + 0.0841122642159462, + 0.0336461216211319, + 0.06543140113353729, + 0.06046397238969803, + 0.1335030198097229, + 0.030397221446037292, + 0.044492047280073166, + 0.054028987884521484 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.004813036881387234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870886266231537 + ], + "opposite_logprob_tokens": [ + -1.137088656425476 + ], + "logprob_reward": -0.3870886266231537, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870886266231537, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08822654187679291, + 0.09108329564332962, + 0.13678689301013947, + 0.05840487405657768, + 0.0810202807188034, + 0.04079107195138931, + 0.24033813178539276, + 0.05090826377272606, + 0.06059083715081215, + 0.15184983611106873 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.3870886266231537 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.3134002685546875 + ], + "opposite_logprob_tokens": [ + -0.3134002089500427 + ], + "logprob_reward": -1.3134002685546875, + "yes_no_margin_reward": -1.0, + "token_credit_reward": -1.3134002685546875, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18604403734207153, + 0.11418497562408447, + 0.1258467584848404, + 0.14411133527755737, + 0.14861208200454712, + 0.03868989646434784, + 0.06293999403715134, + 0.028483260422945023, + 0.017191879451274872, + 0.1338958591222763 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -1.3134002685546875 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012546772137284279 + ], + "opposite_logprob_tokens": [ + -4.387546539306641 + ], + "logprob_reward": -0.012546772137284279, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012546772137284279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1270606815814972, + 0.2419251799583435, + 0.12542933225631714, + 0.06241372972726822, + 0.0792316421866417, + 0.09294014424085617, + 0.06262993067502975, + 0.11675819009542465, + 0.02951212413609028, + 0.06209907308220863 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012546772137284279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023305542767047882 + ], + "opposite_logprob_tokens": [ + -3.773305654525757 + ], + "logprob_reward": -0.023305542767047882, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023305542767047882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37214869260787964, + 0.14727413654327393, + 0.05974670499563217, + 0.05838365852832794, + 0.07889565825462341, + 0.08827719837427139, + 0.058327287435531616, + 0.04003654420375824, + 0.02316570095717907, + 0.07374445348978043 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.023305542767047882 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.", + "seed": 3555, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_8/index_4433_seed_3555_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14098931523039937, + "vlm_logprob": -0.14098931523039937, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.14098931523039937, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006517582107335329 + ], + "opposite_logprob_tokens": [ + -5.13151741027832 + ], + "logprob_reward": -0.006517582107335329, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006517582107335329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36714157462120056, + 0.09084438532590866, + 0.050609562546014786, + 0.08259783685207367, + 0.12878097593784332, + 0.06304223090410233, + 0.10682962089776993, + 0.03465713560581207, + 0.03917054086923599, + 0.03632612153887749 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.006517582107335329 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289185106754303 + ], + "opposite_logprob_tokens": [ + -1.053918480873108 + ], + "logprob_reward": -0.4289185106754303, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289185106754303, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3419613540172577, + 0.04799366369843483, + 0.060005247592926025, + 0.04303445667028427, + 0.1228855699300766, + 0.16148333251476288, + 0.13800057768821716, + 0.012349938042461872, + 0.0327802374958992, + 0.03950566053390503 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.4289185106754303 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520909011363983 + ], + "opposite_logprob_tokens": [ + -1.5020909309387207 + ], + "logprob_reward": -0.2520909011363983, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520909011363983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11126891523599625, + 0.06284350901842117, + 0.06156116724014282, + 0.12016654014587402, + 0.13457091152668, + 0.11636631935834885, + 0.3023647367954254, + 0.025979263707995415, + 0.025009900331497192, + 0.0398687981069088 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.2520909011363983 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782824665307999 + ], + "opposite_logprob_tokens": [ + -4.634782791137695 + ], + "logprob_reward": -0.009782824665307999, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782824665307999, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09447391331195831, + 0.03176617622375488, + 0.06878509372472763, + 0.34494173526763916, + 0.3136512041091919, + 0.028666239231824875, + 0.020797137171030045, + 0.025502879172563553, + 0.04074164852499962, + 0.030673986300826073 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.009782824665307999 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763675756752491 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.00763675756752491, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763675756752491, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19526416063308716, + 0.04691429063677788, + 0.058762796223163605, + 0.06300242245197296, + 0.23088811337947845, + 0.2615636885166168, + 0.05122522637248039, + 0.03132035583257675, + 0.023310888558626175, + 0.037748102098703384 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.00763675756752491 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.", + "seed": 3556, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_8/index_4433_seed_3556_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10142672513611614, + "vlm_logprob": -0.10142672513611614, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.10142672513611614, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036322588566690683 + ], + "opposite_logprob_tokens": [ + -5.753632068634033 + ], + "logprob_reward": -0.0036322588566690683, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0036322588566690683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22396601736545563, + 0.08047343790531158, + 0.09009506553411484, + 0.09589827060699463, + 0.10316959023475647, + 0.04484031721949577, + 0.022007010877132416, + 0.0649024248123169, + 0.05088640749454498, + 0.2237614393234253 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.0036322588566690683 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558312118053436 + ], + "opposite_logprob_tokens": [ + -1.6005830764770508 + ], + "logprob_reward": -0.22558312118053436, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558312118053436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1525779515504837, + 0.06153888255357742, + 0.09980583935976028, + 0.06788469105958939, + 0.17494551837444305, + 0.04121983051300049, + 0.0478951521217823, + 0.11892341822385788, + 0.15862731635570526, + 0.07658134400844574 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.22558312118053436 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520958185195923 + ], + "opposite_logprob_tokens": [ + -1.5020958185195923 + ], + "logprob_reward": -0.2520958185195923, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520958185195923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09307128936052322, + 0.11102589219808578, + 0.09993037581443787, + 0.08746574819087982, + 0.055076438933610916, + 0.06232789158821106, + 0.04731592535972595, + 0.06103368476033211, + 0.06473340094089508, + 0.3180193603038788 + ], + "top_frames": [ + 9, + 1, + 2 + ], + "selected_reward": -0.2520958185195923 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185196444392204 + ], + "opposite_logprob_tokens": [ + -4.018185138702393 + ], + "logprob_reward": -0.018185196444392204, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185196444392204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1376284509897232, + 0.12026430666446686, + 0.14026017487049103, + 0.11357561498880386, + 0.04137798398733139, + 0.07734476774930954, + 0.0769713893532753, + 0.06428185105323792, + 0.09059099107980728, + 0.13770444691181183 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.018185196444392204 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637230679392815 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.007637230679392815, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637230679392815, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13212989270687103, + 0.13751532137393951, + 0.05912574380636215, + 0.09127449244260788, + 0.11315573751926422, + 0.09837266057729721, + 0.05059422552585602, + 0.0794609934091568, + 0.07039015740156174, + 0.1679808348417282 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.007637230679392815 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up unfolds in a slow, seamless 360-degree orbiting panorama centered around a perfectly viscous drop of liquid, suspended in air and descending in excruciatingly slow motion. Rendered in the hyper-detailed style of Makoto Shinkai's art, this teardrop-shaped orb possesses flawless, shimmering surface tension, causing it to subtly jiggle and distort as it falls. A bright, unseen light source captures the droplet, transforming it into a dynamic crystalline prism; a vibrant anamorphic lens flare sweeps horizontally across the frame, bursting with saturated blues and warm oranges as the camera pans. Light refracts dazzlingly through the liquid's core, producing a complex, ever-shifting pattern of caustics and chromatic aberration. The background, a soft-focus, dreamlike canvas of blurred, distant city lights and a dusk sky, creates a beautiful bokeh effect that enhances the subject's sense of isolation. The entire composition is a quiet, poignant moment, elevating a microscopic event into a spectacle of serene and emotional grandeur.", + "seed": 3557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_8/index_4433_seed_3557_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21141245348844678, + "vlm_logprob": -0.21141245348844678, + "vlm_yes_no_margin": 3.625000023841858, + "vlm_token_credit": -0.21141245348844678, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001542688929475844 + ], + "opposite_logprob_tokens": [ + -6.626542568206787 + ], + "logprob_reward": -0.001542688929475844, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.001542688929475844, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09017503261566162, + 0.08810952305793762, + 0.14103183150291443, + 0.023424185812473297, + 0.033079177141189575, + 0.1512528508901596, + 0.10087922215461731, + 0.04445827752351761, + 0.18330118060112, + 0.14428873360157013 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.001542688929475844 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428002566099167 + ], + "opposite_logprob_tokens": [ + -2.0178003311157227 + ], + "logprob_reward": -0.1428002566099167, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1428002566099167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10448139160871506, + 0.07443996518850327, + 0.049088895320892334, + 0.028495505452156067, + 0.039626069366931915, + 0.018402013927698135, + 0.06599854677915573, + 0.047423094511032104, + 0.44195860624313354, + 0.13008596003055573 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.1428002566099167 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8982963562011719 + ], + "opposite_logprob_tokens": [ + -0.5232963562011719 + ], + "logprob_reward": -0.8982963562011719, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8982963562011719, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07841391861438751, + 0.06547735631465912, + 0.2960434556007385, + 0.04429375380277634, + 0.03587471321225166, + 0.11133864521980286, + 0.038373567163944244, + 0.030281782150268555, + 0.21033722162246704, + 0.08956553786993027 + ], + "top_frames": [ + 2, + 8, + 5 + ], + "selected_reward": -0.8982963562011719 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634947050362825 + ], + "opposite_logprob_tokens": [ + -5.379634857177734 + ], + "logprob_reward": -0.004634947050362825, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634947050362825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09211394190788269, + 0.10043379664421082, + 0.3304682672023773, + 0.032525647431612015, + 0.029186483472585678, + 0.1001102477312088, + 0.039943378418684006, + 0.04273812845349312, + 0.05466427281498909, + 0.177815780043602 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.004634947050362825 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a teardrop-shaped orb of liquid suspended in air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the liquid drop moving in a slow, descending motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the camera perform a 360-degree orbiting panorama around the drop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a soft-focus view of distant city lights and a dusk sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a vibrant anamorphic lens flare sweep horizontally across the frame with saturated blues and warm oranges?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978801865130663 + ], + "opposite_logprob_tokens": [ + -4.6347880363464355 + ], + "logprob_reward": -0.00978801865130663, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978801865130663, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07985087484121323, + 0.29107600450515747, + 0.11901041120290756, + 0.038425177335739136, + 0.06409357488155365, + 0.030133649706840515, + 0.09390081465244293, + 0.055262207984924316, + 0.06361608952283859, + 0.1646311730146408 + ], + "top_frames": [ + 1, + 9, + 2 + ], + "selected_reward": -0.00978801865130663 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_9/index_tensor([5758, 5758])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_9/index_tensor([5758, 5758])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..af8f8cd336dfd5624c47f3e0d8444718db0b45cb --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_9/index_tensor([5758, 5758])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.", + "seed": 13909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_9/index_5758_seed_13909_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016195694264024497, + "vlm_logprob": -0.016195694264024497, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.016195694264024497, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023556489497423172 + ], + "opposite_logprob_tokens": [ + -3.7735564708709717 + ], + "logprob_reward": -0.023556489497423172, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023556489497423172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13224680721759796, + 0.068741574883461, + 0.07917729765176773, + 0.2387644201517105, + 0.03168906271457672, + 0.018032092601060867, + 0.054647237062454224, + 0.23354890942573547, + 0.09946020692586899, + 0.043692417442798615 + ], + "top_frames": [ + 3, + 7, + 0 + ], + "selected_reward": -0.023556489497423172 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00249301316216588 + ], + "opposite_logprob_tokens": [ + -6.002492904663086 + ], + "logprob_reward": -0.00249301316216588, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.00249301316216588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16170760989189148, + 0.07931281626224518, + 0.1228230819106102, + 0.047940731048583984, + 0.2271261215209961, + 0.0644061416387558, + 0.14360465109348297, + 0.047508060932159424, + 0.06583845615386963, + 0.03973226621747017 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.00249301316216588 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016063792631030083 + ], + "opposite_logprob_tokens": [ + -4.141063690185547 + ], + "logprob_reward": -0.016063792631030083, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016063792631030083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2933310270309448, + 0.09507428109645844, + 0.09638910740613937, + 0.08465094864368439, + 0.0771695002913475, + 0.07459147274494171, + 0.06569208949804306, + 0.05152018368244171, + 0.06409120559692383, + 0.09749019145965576 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.016063792631030083 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02632994018495083 + ], + "opposite_logprob_tokens": [ + -3.65132999420166 + ], + "logprob_reward": -0.02632994018495083, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02632994018495083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19378255307674408, + 0.08368615061044693, + 0.031209178268909454, + 0.04450055584311485, + 0.46245843172073364, + 0.03861825168132782, + 0.021830618381500244, + 0.041848521679639816, + 0.04504469037055969, + 0.03702106326818466 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.02632994018495083 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012535235844552517 + ], + "opposite_logprob_tokens": [ + -4.387535095214844 + ], + "logprob_reward": -0.012535235844552517, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012535235844552517, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2447507083415985, + 0.045345474034547806, + 0.04723932594060898, + 0.09847215563058853, + 0.07806511968374252, + 0.07241800427436829, + 0.07112552970647812, + 0.20095685124397278, + 0.061814215034246445, + 0.0798126608133316 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.012535235844552517 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.", + "seed": 13910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_9/index_5758_seed_13910_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03340038675814867, + "vlm_logprob": -0.03340038675814867, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.03340038675814867, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03859451785683632 + ], + "opposite_logprob_tokens": [ + -3.2885944843292236 + ], + "logprob_reward": -0.03859451785683632, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03859451785683632, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3700620234012604, + 0.07196834683418274, + 0.05563592538237572, + 0.07818982750177383, + 0.08524937927722931, + 0.08846735209226608, + 0.042156439274549484, + 0.04344318062067032, + 0.05361400544643402, + 0.11121349036693573 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.03859451785683632 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645604364573956 + ], + "opposite_logprob_tokens": [ + -4.758645534515381 + ], + "logprob_reward": -0.008645604364573956, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645604364573956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3996804356575012, + 0.08370684832334518, + 0.12014799565076828, + 0.08308953046798706, + 0.04005245864391327, + 0.15015894174575806, + 0.02255788818001747, + 0.01881239376962185, + 0.026251863688230515, + 0.055541668087244034 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.008645604364573956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369729220867157 + ], + "opposite_logprob_tokens": [ + -3.4086973667144775 + ], + "logprob_reward": -0.03369729220867157, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369729220867157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46516484022140503, + 0.038817405700683594, + 0.0744406133890152, + 0.06673838943243027, + 0.05048086494207382, + 0.20854394137859344, + 0.01507716067135334, + 0.018544526770710945, + 0.013790578581392765, + 0.04840164631605148 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.03369729220867157 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06999591737985611 + ], + "opposite_logprob_tokens": [ + -2.694995880126953 + ], + "logprob_reward": -0.06999591737985611, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.06999591737985611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20192500948905945, + 0.09847282618284225, + 0.06572095304727554, + 0.0494847297668457, + 0.0946744903922081, + 0.2156863957643509, + 0.020317235961556435, + 0.02939615026116371, + 0.02269516885280609, + 0.2016269862651825 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.06999591737985611 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068601980805397 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068601980805397, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068601980805397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1217815950512886, + 0.13299249112606049, + 0.19600875675678253, + 0.18047752976417542, + 0.038657426834106445, + 0.10129963606595993, + 0.0845709815621376, + 0.043023936450481415, + 0.022472994402050972, + 0.07871469110250473 + ], + "top_frames": [ + 2, + 3, + 1 + ], + "selected_reward": -0.016068601980805397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.", + "seed": 13911, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_9/index_5758_seed_13911_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07315070237964391, + "vlm_logprob": -0.07315070237964391, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.07315070237964391, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034041281789541245 + ], + "opposite_logprob_tokens": [ + -3.409041166305542 + ], + "logprob_reward": -0.034041281789541245, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034041281789541245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12438051402568817, + 0.08591563999652863, + 0.21812961995601654, + 0.047969333827495575, + 0.12037456780672073, + 0.018410319462418556, + 0.04020334407687187, + 0.07910507172346115, + 0.07565507292747498, + 0.1898566037416458 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.034041281789541245 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864903163164854 + ], + "opposite_logprob_tokens": [ + -4.758648872375488 + ], + "logprob_reward": -0.00864903163164854, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864903163164854, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21007491648197174, + 0.06380926817655563, + 0.27486494183540344, + 0.07718648761510849, + 0.05550023540854454, + 0.030037708580493927, + 0.09550189226865768, + 0.07136600464582443, + 0.07204539328813553, + 0.04961313307285309 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.00864903163164854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495068430900574 + ], + "opposite_logprob_tokens": [ + -2.929950714111328 + ], + "logprob_reward": -0.05495068430900574, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495068430900574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13613440096378326, + 0.04441434144973755, + 0.21227864921092987, + 0.03689989447593689, + 0.06990068405866623, + 0.0417051836848259, + 0.1175670474767685, + 0.04067109897732735, + 0.08023232221603394, + 0.2201964557170868 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.05495068430900574 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25204625725746155 + ], + "opposite_logprob_tokens": [ + -1.5020462274551392 + ], + "logprob_reward": -0.25204625725746155, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25204625725746155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18483124673366547, + 0.18628746271133423, + 0.28414618968963623, + 0.06952465325593948, + 0.03397256135940552, + 0.04843642935156822, + 0.07619848847389221, + 0.05259710177779198, + 0.03104868344962597, + 0.03295713663101196 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.25204625725746155 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016066256910562515 + ], + "opposite_logprob_tokens": [ + -4.141066074371338 + ], + "logprob_reward": -0.016066256910562515, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016066256910562515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1618501991033554, + 0.05318714678287506, + 0.13229869306087494, + 0.05585595592856407, + 0.053124040365219116, + 0.030589230358600616, + 0.10302860289812088, + 0.052681293338537216, + 0.024491645395755768, + 0.33289316296577454 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.016066256910562515 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady, cinematic, low-angle shot, rendered in the vibrant and detailed Pixar Studios style, captures the climax of a fierce territorial battle between two giant American lobsters on the seafloor. Their massive, oversized claws lock fiercely in the center of the frame, exerting immense force as they push against each other. Each lobster is a bright, saturated crimson, with a smooth, subtly textured carapace and large, expressive, pupil-filled eyes, wide open with steely determination, their carapace-like brows furrowed in a gesture of intense effort. As they battle for dominance, their small legs desperately scramble for purchase on the soft seafloor, steadily and powerfully raising billowing clouds of fine, light-colored sand that swirl dramatically around their strained bodies. Sunlight filters down through the clear turquoise water, casting shimmering, dancing corroded patterns across the scene and highlighting the smooth curvature of their shells. In the slightly out-of-focus background, colorful coral structures and gently swaying anemones add depth to the dynamic confrontation, creating an atmosphere both tense and beautiful—a true underwater spectacle.", + "seed": 13912, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000103/group_9/index_5758_seed_13912_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05303466897457838, + "vlm_logprob": -0.05303466897457838, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.05303466897457838, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055445119738578796 + ], + "opposite_logprob_tokens": [ + -2.9304451942443848 + ], + "logprob_reward": -0.055445119738578796, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055445119738578796, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07200641930103302, + 0.4140722155570984, + 0.18177492916584015, + 0.023104911670088768, + 0.07152345031499863, + 0.05539707466959953, + 0.11575526744127274, + 0.023420339450240135, + 0.0209596436470747, + 0.021985765546560287 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.055445119738578796 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643004111945629 + ], + "opposite_logprob_tokens": [ + -4.75864315032959 + ], + "logprob_reward": -0.008643004111945629, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643004111945629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06131316348910332, + 0.28804871439933777, + 0.2866177558898926, + 0.035297706723213196, + 0.09547719359397888, + 0.0427483394742012, + 0.12227441370487213, + 0.029323214665055275, + 0.023939546197652817, + 0.014959972351789474 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.008643004111945629 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000803202390671 + ], + "opposite_logprob_tokens": [ + -2.6950080394744873 + ], + "logprob_reward": -0.07000803202390671, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000803202390671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06786545366048813, + 0.5396547913551331, + 0.14059558510780334, + 0.01551190298050642, + 0.0792519748210907, + 0.02114219218492508, + 0.09697973728179932, + 0.011843567714095116, + 0.015030578710138798, + 0.012124205008149147 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.07000803202390671 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11289550364017487 + ], + "opposite_logprob_tokens": [ + -2.2378954887390137 + ], + "logprob_reward": -0.11289550364017487, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11289550364017487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.049534332007169724, + 0.2421618103981018, + 0.36005115509033203, + 0.037055425345897675, + 0.09576966613531113, + 0.0913282111287117, + 0.03471570089459419, + 0.05605723708868027, + 0.024984175339341164, + 0.008342246524989605 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.11289550364017487 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two giant American lobsters visible battling in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the lobsters colored bright, saturated crimson with smooth, textured carapaces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the lobsters have large, expressive eyes that are wide open with steely determination?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a soft seafloor with billowing clouds of light-colored sand swirling around the lobsters?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video rendered in the vibrant and detailed Pixar Studios style?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018181685358285904 + ], + "opposite_logprob_tokens": [ + -4.018181800842285 + ], + "logprob_reward": -0.018181685358285904, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018181685358285904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07617359608411789, + 0.4843135178089142, + 0.07528667151927948, + 0.04041039198637009, + 0.10401111096143723, + 0.09837653487920761, + 0.028398651629686356, + 0.04003707692027092, + 0.018170831725001335, + 0.03482164815068245 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.018181685358285904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000124/group_0/index_3437_seed_7978_dp_0_rank_0_sample_0_slot_0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000124/group_0/index_3437_seed_7978_dp_0_rank_0_sample_0_slot_0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..9b90d64e02a6e186038f46f0ba4277d8cdbcd200 --- /dev/null +++ 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clumsily tussle on a gently sloping patch of emerald green grass. Their signature black and white fur is thick and soft, dusted with dirt and grass from play. Their short, sturdy limbs push against each other, their furry bodies tangled in a slow, playful tangle. Suddenly, during a slightly forceful shove, one of the pandas loses its balance. Its chubby body uncontrollably transforms into a giant, furry black and white ball, rolling down the gentle slope on its back. The camera smoothly follows its tumble, capturing its comical, helpless expression. The other panda freezes in place, its furry head tilted, watching its companion roll away with an expression of endearing bewilderment. Under warm natural light, the entire picture presents bright green and high-contrast black and white, creating an extremely relaxed, humorous and childlike atmosphere.", + "seed": 13962, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_0/index_2797_seed_13962_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07425181884318591, + "vlm_logprob": -0.07425181884318591, + "vlm_yes_no_margin": 3.3749999523162844, + "vlm_token_credit": -0.07425181884318591, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044583071023225784 + ], + "opposite_logprob_tokens": [ + -3.1695830821990967 + ], + "logprob_reward": -0.044583071023225784, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.044583071023225784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11938541382551193, + 0.1667717695236206, + 0.0544775165617466, + 0.09613924473524094, + 0.06993552297353745, + 0.04576117545366287, + 0.330887109041214, + 0.031388264149427414, + 0.030978739261627197, + 0.05427522957324982 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.044583071023225784 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821153610944748 + ], + "opposite_logprob_tokens": [ + -4.018211364746094 + ], + "logprob_reward": -0.01821153610944748, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01821153610944748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16398964822292328, + 0.16800828278064728, + 0.09085187315940857, + 0.054904185235500336, + 0.05554633587598801, + 0.09110476076602936, + 0.1514606475830078, + 0.053673602640628815, + 0.04034462571144104, + 0.1301160454750061 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.01821153610944748 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092661879956722 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.011092661879956722, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092661879956722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05803440138697624, + 0.2538454830646515, + 0.028175823390483856, + 0.05408572778105736, + 0.051407914608716965, + 0.04908078536391258, + 0.3574121296405792, + 0.06177516654133797, + 0.01335910614579916, + 0.0728234127163887 + ], + "top_frames": [ + 6, + 1, + 9 + ], + "selected_reward": -0.011092661879956722 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070714220404625 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070714220404625, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070714220404625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08876696228981018, + 0.3139285445213318, + 0.0343235582113266, + 0.10784649103879929, + 0.051530271768569946, + 0.06928601115942001, + 0.13449770212173462, + 0.0931253656744957, + 0.04110230877995491, + 0.06559287011623383 + ], + "top_frames": [ + 1, + 6, + 3 + ], + "selected_reward": -0.016070714220404625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813011109828949 + ], + "opposite_logprob_tokens": [ + -1.4063011407852173 + ], + "logprob_reward": -0.2813011109828949, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813011109828949, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10777061432600021, + 0.30295658111572266, + 0.08041367679834366, + 0.11956600844860077, + 0.05487525463104248, + 0.19071803987026215, + 0.04751695320010185, + 0.024564098566770554, + 0.024021534249186516, + 0.047597214579582214 + ], + "top_frames": [ + 1, + 5, + 3 + ], + "selected_reward": -0.2813011109828949 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, shows two chubby giant pandas basking in the bright, soft afternoon sun as they clumsily tussle on a gently sloping patch of emerald green grass. Their signature black and white fur is thick and soft, dusted with dirt and grass from play. Their short, sturdy limbs push against each other, their furry bodies tangled in a slow, playful tangle. Suddenly, during a slightly forceful shove, one of the pandas loses its balance. Its chubby body uncontrollably transforms into a giant, furry black and white ball, rolling down the gentle slope on its back. The camera smoothly follows its tumble, capturing its comical, helpless expression. The other panda freezes in place, its furry head tilted, watching its companion roll away with an expression of endearing bewilderment. Under warm natural light, the entire picture presents bright green and high-contrast black and white, creating an extremely relaxed, humorous and childlike atmosphere.", + "seed": 13963, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_0/index_2797_seed_13963_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.048641578666865824, + "vlm_logprob": -0.048641578666865824, + "vlm_yes_no_margin": 3.499999976158142, + "vlm_token_credit": -0.048641578666865824, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.021794341504573822 + ], + "opposite_logprob_tokens": [ + -3.896794319152832 + ], + "logprob_reward": -0.021794341504573822, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.021794341504573822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13971161842346191, + 0.0259490255266428, + 0.06947781890630722, + 0.023534225299954414, + 0.2278977781534195, + 0.02436218410730362, + 0.06520924717187881, + 0.11110059916973114, + 0.14058177173137665, + 0.1721758246421814 + ], + "top_frames": [ + 4, + 9, + 8 + ], + "selected_reward": -0.021794341504573822 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098320595920086 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098320595920086, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098320595920086, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11011968553066254, + 0.11011841148138046, + 0.13136857748031616, + 0.04231683909893036, + 0.05840334668755531, + 0.06127222999930382, + 0.21129243075847626, + 0.08852140605449677, + 0.10378195345401764, + 0.08280519396066666 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.011098320595920086 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054984308779239655 + ], + "opposite_logprob_tokens": [ + -2.9299843311309814 + ], + "logprob_reward": -0.054984308779239655, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054984308779239655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1605030596256256, + 0.04847972095012665, + 0.07480314373970032, + 0.03936666250228882, + 0.10741522163152695, + 0.06432562321424484, + 0.14313000440597534, + 0.09492729604244232, + 0.15841223299503326, + 0.10863704979419708 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.054984308779239655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541946023702621 + ], + "opposite_logprob_tokens": [ + -4.387541770935059 + ], + "logprob_reward": -0.012541946023702621, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541946023702621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06916311383247375, + 0.06424267590045929, + 0.11006315797567368, + 0.04909312352538109, + 0.0337650328874588, + 0.06782995909452438, + 0.20350563526153564, + 0.13977497816085815, + 0.14843466877937317, + 0.11412765085697174 + ], + "top_frames": [ + 6, + 8, + 7 + ], + "selected_reward": -0.012541946023702621 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14278897643089294 + ], + "opposite_logprob_tokens": [ + -2.017788887023926 + ], + "logprob_reward": -0.14278897643089294, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14278897643089294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07086393982172012, + 0.0731314867734909, + 0.05122065544128418, + 0.04003945365548134, + 0.1325664520263672, + 0.09585174173116684, + 0.09104309976100922, + 0.12605516612529755, + 0.1540946662425995, + 0.16513337194919586 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.14278897643089294 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, shows two chubby giant pandas basking in the bright, soft afternoon sun as they clumsily tussle on a gently sloping patch of emerald green grass. Their signature black and white fur is thick and soft, dusted with dirt and grass from play. Their short, sturdy limbs push against each other, their furry bodies tangled in a slow, playful tangle. Suddenly, during a slightly forceful shove, one of the pandas loses its balance. Its chubby body uncontrollably transforms into a giant, furry black and white ball, rolling down the gentle slope on its back. The camera smoothly follows its tumble, capturing its comical, helpless expression. The other panda freezes in place, its furry head tilted, watching its companion roll away with an expression of endearing bewilderment. Under warm natural light, the entire picture presents bright green and high-contrast black and white, creating an extremely relaxed, humorous and childlike atmosphere.", + "seed": 13964, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_0/index_2797_seed_13964_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05716876946389675, + "vlm_logprob": -0.05716876946389675, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.05716876946389675, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07092370837926865 + ], + "opposite_logprob_tokens": [ + -2.6959238052368164 + ], + "logprob_reward": -0.07092370837926865, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07092370837926865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09462175518274307, + 0.051364269107580185, + 0.036189258098602295, + 0.242804616689682, + 0.10041268914937973, + 0.10387163609266281, + 0.1737367957830429, + 0.05867139622569084, + 0.08374623209238052, + 0.054581403732299805 + ], + "top_frames": [ + 3, + 6, + 5 + ], + "selected_reward": -0.07092370837926865 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009796399623155594 + ], + "opposite_logprob_tokens": [ + -4.634796619415283 + ], + "logprob_reward": -0.009796399623155594, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009796399623155594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3064967691898346, + 0.06780502945184708, + 0.0991457849740982, + 0.042843323200941086, + 0.039780616760253906, + 0.06915806233882904, + 0.19758734107017517, + 0.10067061334848404, + 0.032370857894420624, + 0.04414162039756775 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.009796399623155594 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011085470207035542 + ], + "opposite_logprob_tokens": [ + -4.511085510253906 + ], + "logprob_reward": -0.011085470207035542, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011085470207035542, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1260727345943451, + 0.04261058196425438, + 0.033508021384477615, + 0.10586205124855042, + 0.03119104914367199, + 0.07370438426733017, + 0.3417181074619293, + 0.0629129558801651, + 0.07307437062263489, + 0.1093456968665123 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.011085470207035542 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014192831702530384 + ], + "opposite_logprob_tokens": [ + -4.264193058013916 + ], + "logprob_reward": -0.014192831702530384, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014192831702530384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0766158252954483, + 0.07596968859434128, + 0.031907081604003906, + 0.1498548537492752, + 0.037143275141716, + 0.12351587414741516, + 0.37862691283226013, + 0.04395347461104393, + 0.04394850507378578, + 0.038464467972517014 + ], + "top_frames": [ + 6, + 3, + 5 + ], + "selected_reward": -0.014192831702530384 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798454374074936 + ], + "opposite_logprob_tokens": [ + -1.8048454523086548 + ], + "logprob_reward": -0.1798454374074936, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798454374074936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2880041003227234, + 0.05163079872727394, + 0.0225464329123497, + 0.060326263308525085, + 0.06997275352478027, + 0.151188924908638, + 0.22695045173168182, + 0.047028787434101105, + 0.03944933041930199, + 0.04290212318301201 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.1798454374074936 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a slightly upward angle, shows two chubby giant pandas basking in the bright, soft afternoon sun as they clumsily tussle on a gently sloping patch of emerald green grass. Their signature black and white fur is thick and soft, dusted with dirt and grass from play. Their short, sturdy limbs push against each other, their furry bodies tangled in a slow, playful tangle. Suddenly, during a slightly forceful shove, one of the pandas loses its balance. Its chubby body uncontrollably transforms into a giant, furry black and white ball, rolling down the gentle slope on its back. The camera smoothly follows its tumble, capturing its comical, helpless expression. The other panda freezes in place, its furry head tilted, watching its companion roll away with an expression of endearing bewilderment. Under warm natural light, the entire picture presents bright green and high-contrast black and white, creating an extremely relaxed, humorous and childlike atmosphere.", + "seed": 13965, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_0/index_2797_seed_13965_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07680707648396493, + "vlm_logprob": -0.07680707648396493, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.07680707648396493, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11398199945688248 + ], + "opposite_logprob_tokens": [ + -2.2389819622039795 + ], + "logprob_reward": -0.11398199945688248, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11398199945688248, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4700724482536316, + 0.026836387813091278, + 0.02909366972744465, + 0.017363285645842552, + 0.033828821033239365, + 0.16406849026679993, + 0.044043149799108505, + 0.10506277531385422, + 0.046759843826293945, + 0.06287118047475815 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.11398199945688248 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02060367725789547 + ], + "opposite_logprob_tokens": [ + -3.895603656768799 + ], + "logprob_reward": -0.02060367725789547, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02060367725789547, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4262562096118927, + 0.04978940263390541, + 0.06966890394687653, + 0.03696533292531967, + 0.03139723464846611, + 0.08751446008682251, + 0.1292853057384491, + 0.04071371257305145, + 0.05101114138960838, + 0.07739833742380142 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.02060367725789547 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721499145030975 + ], + "opposite_logprob_tokens": [ + -3.408721446990967 + ], + "logprob_reward": -0.033721499145030975, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721499145030975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5231322050094604, + 0.15246176719665527, + 0.038996390998363495, + 0.03782661259174347, + 0.0218436848372221, + 0.039032187312841415, + 0.07474762201309204, + 0.044766176491975784, + 0.03022794984281063, + 0.0369655042886734 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.033721499145030975 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01419694535434246 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.01419694535434246, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01419694535434246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4759749472141266, + 0.06202879548072815, + 0.046790800988674164, + 0.011725960299372673, + 0.010008508339524269, + 0.10348395258188248, + 0.051888786256313324, + 0.15630672872066498, + 0.016980871558189392, + 0.0648106262087822 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.01419694535434246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Are two chubby giant pandas visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the setting a gently sloping patch of emerald green grass under bright afternoon sun?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does one panda transform into a giant furry black and white ball and roll down the slope on its back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the other panda freeze in place with its head tilted while watching the rolling panda?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the shot a medium shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20153126120567322 + ], + "opposite_logprob_tokens": [ + -1.7015312910079956 + ], + "logprob_reward": -0.20153126120567322, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20153126120567322, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5129581689834595, + 0.042111124843358994, + 0.06584405153989792, + 0.02092421054840088, + 0.030122488737106323, + 0.024869216606020927, + 0.1066477820277214, + 0.10649634152650833, + 0.04738987609744072, + 0.04263675585389137 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.20153126120567322 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_1/index_tensor([8796, 8796])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_1/index_tensor([8796, 8796])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8da9d91c3d7da48519138937aa2761a3620e3ca0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_1/index_tensor([8796, 8796])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic low-angle tracking shot tilts upward, smoothly following a cute, compact robot as it soars effortlessly through the sky during golden hour. The robot's body is constructed of a polished white composite material with smooth, rounded edges and cobalt blue accents on its joints and torso. Its head houses a large, circular optical sensor that glows a friendly cyan. Two sleek rocket boosters integrated into its feet fire brilliant jets, trails of shimmering white and light blue energy that leave behind shimmering particles and dissipate into wisps of translucent vapor. The robot gracefully tilts against a backdrop of a warm orange-to-blue gradient sky filled with feathery, sunlit clouds. The low sun, just out of frame, casts a warm, dramatic glow over the scene, creating bright highlights on the robot's metallic surfaces and imbuing the entire image with an awe-inspiring atmosphere of wonder and joyful freedom.", + "seed": 15949, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_1/index_8796_seed_15949_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.025954960100352763, + "vlm_logprob": -0.025954960100352763, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.025954960100352763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09950795024633408 + ], + "opposite_logprob_tokens": [ + -2.474508047103882 + ], + "logprob_reward": -0.09950795024633408, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09950795024633408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4714486002922058, + 0.0543547123670578, + 0.03682158142328262, + 0.18612436950206757, + 0.03244221583008766, + 0.02954927273094654, + 0.012040148489177227, + 0.014999324455857277, + 0.012112827971577644, + 0.15010695159435272 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.09950795024633408 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005277392920106649 + ], + "opposite_logprob_tokens": [ + -5.255277156829834 + ], + "logprob_reward": -0.005277392920106649, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005277392920106649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.138029083609581, + 0.10584384202957153, + 0.03959332033991814, + 0.06187618896365166, + 0.05879831686615944, + 0.018695589154958725, + 0.015421951189637184, + 0.08533120155334473, + 0.15534113347530365, + 0.3210693597793579 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.005277392920106649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018186485394835472 + ], + "opposite_logprob_tokens": [ + -4.018186569213867 + ], + "logprob_reward": -0.018186485394835472, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018186485394835472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.268880695104599, + 0.08566279709339142, + 0.020471148192882538, + 0.13621968030929565, + 0.02934056520462036, + 0.15002776682376862, + 0.01757548376917839, + 0.028340738266706467, + 0.05487874150276184, + 0.2086024433374405 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.018186485394835472 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031919742468744516 + ], + "opposite_logprob_tokens": [ + -5.753191947937012 + ], + "logprob_reward": -0.0031919742468744516, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031919742468744516, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20478111505508423, + 0.06393104791641235, + 0.04518352821469307, + 0.05939637869596481, + 0.04130470007658005, + 0.07538259774446487, + 0.02558847703039646, + 0.02958490699529648, + 0.05842510610818863, + 0.3964220881462097 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0031919742468744516 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036109976936131716 + ], + "opposite_logprob_tokens": [ + -5.628611087799072 + ], + "logprob_reward": -0.0036109976936131716, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036109976936131716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4190555810928345, + 0.13363784551620483, + 0.08041705936193466, + 0.07513988763093948, + 0.04164937511086464, + 0.03874184563755989, + 0.007566000800579786, + 0.013556609861552715, + 0.07100813835859299, + 0.11922761052846909 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0036109976936131716 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot tilts upward, smoothly following a cute, compact robot as it soars effortlessly through the sky during golden hour. The robot's body is constructed of a polished white composite material with smooth, rounded edges and cobalt blue accents on its joints and torso. Its head houses a large, circular optical sensor that glows a friendly cyan. Two sleek rocket boosters integrated into its feet fire brilliant jets, trails of shimmering white and light blue energy that leave behind shimmering particles and dissipate into wisps of translucent vapor. The robot gracefully tilts against a backdrop of a warm orange-to-blue gradient sky filled with feathery, sunlit clouds. The low sun, just out of frame, casts a warm, dramatic glow over the scene, creating bright highlights on the robot's metallic surfaces and imbuing the entire image with an awe-inspiring atmosphere of wonder and joyful freedom.", + "seed": 15950, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_1/index_8796_seed_15950_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.010630550724454225, + "vlm_logprob": -0.010630550724454225, + "vlm_yes_no_margin": 5.475, + "vlm_token_credit": -0.010630550724454225, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.042662303894758224 + ], + "opposite_logprob_tokens": [ + -3.2926623821258545 + ], + "logprob_reward": -0.042662303894758224, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.042662303894758224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12001644819974899, + 0.036369044333696365, + 0.07658358663320541, + 0.08947359770536423, + 0.06889423727989197, + 0.03229111433029175, + 0.02310207299888134, + 0.041993577033281326, + 0.23161201179027557, + 0.2796642780303955 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.042662303894758224 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002209723461419344 + ], + "opposite_logprob_tokens": [ + -6.127209663391113 + ], + "logprob_reward": -0.002209723461419344, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002209723461419344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10541475564241409, + 0.05098121613264084, + 0.05128303915262222, + 0.04730301722884178, + 0.12046677619218826, + 0.05566168949007988, + 0.0470314659178257, + 0.09154243767261505, + 0.2067991942167282, + 0.22351649403572083 + ], + "top_frames": [ + 9, + 8, + 4 + ], + "selected_reward": -0.002209723461419344 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004634353797882795 + ], + "opposite_logprob_tokens": [ + -5.379634380340576 + ], + "logprob_reward": -0.004634353797882795, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004634353797882795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11272604018449783, + 0.04616483300924301, + 0.06426337361335754, + 0.04971225932240486, + 0.11952851712703705, + 0.058117713779211044, + 0.06486950069665909, + 0.15157602727413177, + 0.18560673296451569, + 0.1474350243806839 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.004634353797882795 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019377756398171186 + ], + "opposite_logprob_tokens": [ + -6.2519378662109375 + ], + "logprob_reward": -0.0019377756398171186, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019377756398171186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15165503323078156, + 0.0847834050655365, + 0.05958961322903633, + 0.09748739749193192, + 0.09110662341117859, + 0.10481381416320801, + 0.054373446851968765, + 0.05665181949734688, + 0.10881618410348892, + 0.19072264432907104 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.0019377756398171186 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017085968283936381 + ], + "opposite_logprob_tokens": [ + -6.376708507537842 + ], + "logprob_reward": -0.0017085968283936381, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017085968283936381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21023038029670715, + 0.148031085729599, + 0.16048622131347656, + 0.03854304179549217, + 0.07353241741657257, + 0.05794993042945862, + 0.08128708600997925, + 0.049887385219335556, + 0.08571427315473557, + 0.09433823823928833 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0017085968283936381 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot tilts upward, smoothly following a cute, compact robot as it soars effortlessly through the sky during golden hour. The robot's body is constructed of a polished white composite material with smooth, rounded edges and cobalt blue accents on its joints and torso. Its head houses a large, circular optical sensor that glows a friendly cyan. Two sleek rocket boosters integrated into its feet fire brilliant jets, trails of shimmering white and light blue energy that leave behind shimmering particles and dissipate into wisps of translucent vapor. The robot gracefully tilts against a backdrop of a warm orange-to-blue gradient sky filled with feathery, sunlit clouds. The low sun, just out of frame, casts a warm, dramatic glow over the scene, creating bright highlights on the robot's metallic surfaces and imbuing the entire image with an awe-inspiring atmosphere of wonder and joyful freedom.", + "seed": 15951, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_1/index_8796_seed_15951_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021311914920806883, + "vlm_logprob": -0.021311914920806883, + "vlm_yes_no_margin": 4.399999952316284, + "vlm_token_credit": -0.021311914920806883, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.060043834149837494 + ], + "opposite_logprob_tokens": [ + -2.9350438117980957 + ], + "logprob_reward": -0.060043834149837494, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.060043834149837494, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12583942711353302, + 0.0688643530011177, + 0.10291973501443863, + 0.14708811044692993, + 0.04607386887073517, + 0.06541576981544495, + 0.07574462890625, + 0.15211138129234314, + 0.16886767745018005, + 0.04707508534193039 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.060043834149837494 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201585859060287 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201585859060287, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018201585859060287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16230975091457367, + 0.17251308262348175, + 0.1323201209306717, + 0.07970134168863297, + 0.07381823658943176, + 0.08821713924407959, + 0.059062641113996506, + 0.12036767601966858, + 0.06873250752687454, + 0.042957451194524765 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018201585859060287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020581956952810287 + ], + "opposite_logprob_tokens": [ + -3.8955819606781006 + ], + "logprob_reward": -0.020581956952810287, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020581956952810287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1487753987312317, + 0.08591587841510773, + 0.17549461126327515, + 0.08661093562841415, + 0.07006947696208954, + 0.13703152537345886, + 0.046213723719120026, + 0.13381868600845337, + 0.05631120130419731, + 0.059758540242910385 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.020581956952810287 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005247984081506729 + ], + "opposite_logprob_tokens": [ + -5.255248069763184 + ], + "logprob_reward": -0.005247984081506729, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005247984081506729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13554924726486206, + 0.1281699389219284, + 0.2214488536119461, + 0.1160123273730278, + 0.11402250081300735, + 0.07576962560415268, + 0.030298415571451187, + 0.06573447585105896, + 0.06128038465976715, + 0.0517142079770565 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.005247984081506729 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002484213560819626 + ], + "opposite_logprob_tokens": [ + -6.002484321594238 + ], + "logprob_reward": -0.002484213560819626, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002484213560819626, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17195188999176025, + 0.13184945285320282, + 0.11883282661437988, + 0.04407500475645065, + 0.05575146526098251, + 0.07109440118074417, + 0.0709741935133934, + 0.06762430816888809, + 0.2168072760105133, + 0.051039230078458786 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.002484213560819626 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic low-angle tracking shot tilts upward, smoothly following a cute, compact robot as it soars effortlessly through the sky during golden hour. The robot's body is constructed of a polished white composite material with smooth, rounded edges and cobalt blue accents on its joints and torso. Its head houses a large, circular optical sensor that glows a friendly cyan. Two sleek rocket boosters integrated into its feet fire brilliant jets, trails of shimmering white and light blue energy that leave behind shimmering particles and dissipate into wisps of translucent vapor. The robot gracefully tilts against a backdrop of a warm orange-to-blue gradient sky filled with feathery, sunlit clouds. The low sun, just out of frame, casts a warm, dramatic glow over the scene, creating bright highlights on the robot's metallic surfaces and imbuing the entire image with an awe-inspiring atmosphere of wonder and joyful freedom.", + "seed": 15952, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_1/index_8796_seed_15952_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016913089202716947, + "vlm_logprob": -0.016913089202716947, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.016913089202716947, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06072648987174034 + ], + "opposite_logprob_tokens": [ + -2.9357264041900635 + ], + "logprob_reward": -0.06072648987174034, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06072648987174034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1934468001127243, + 0.045116275548934937, + 0.0634002685546875, + 0.09955368936061859, + 0.044270310550928116, + 0.27738073468208313, + 0.06367839127779007, + 0.018749190494418144, + 0.024380633607506752, + 0.17002364993095398 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.06072648987174034 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004114021547138691 + ], + "opposite_logprob_tokens": [ + -5.504114151000977 + ], + "logprob_reward": -0.004114021547138691, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004114021547138691, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2256210744380951, + 0.08200670033693314, + 0.02430029585957527, + 0.12943695485591888, + 0.19806616008281708, + 0.05966942012310028, + 0.048291392624378204, + 0.03427509218454361, + 0.05847598984837532, + 0.13985693454742432 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.004114021547138691 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253083072602749 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253083072602749, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253083072602749, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12868466973304749, + 0.3571244478225708, + 0.053632237017154694, + 0.09195897728204727, + 0.04996322840452194, + 0.08980689942836761, + 0.055625200271606445, + 0.03635292872786522, + 0.055689819157123566, + 0.08116154372692108 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.005253083072602749 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019394413102418184 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019394413102418184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019394413102418184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2129935473203659, + 0.12531885504722595, + 0.03294612094759941, + 0.03980313614010811, + 0.07228145748376846, + 0.08266141265630722, + 0.20100799202919006, + 0.1325393170118332, + 0.03355785459280014, + 0.06689027696847916 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.0019394413102418184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot taken from a low angle and tilting upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a cute, compact robot with a polished white composite body and cobalt blue accents?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the robot's head feature a large, circular optical sensor glowing friendly cyan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are two sleek rocket boosters on the robot's feet firing jets of white and light blue energy with shimmering particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a warm orange-to-blue gradient sky filled with feathery, sunlit clouds during golden hour?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532410211861134 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532410211861134, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532410211861134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29252713918685913, + 0.05515284836292267, + 0.04538009688258171, + 0.28314197063446045, + 0.017122089862823486, + 0.06365551054477692, + 0.012265813536942005, + 0.016977772116661072, + 0.044867806136608124, + 0.1689089983701706 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.012532410211861134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_10/index_tensor([1970, 1970])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_10/index_tensor([1970, 1970])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6b899d85984fb19eeb25f31b759b1d76a86a0447 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_10/index_tensor([1970, 1970])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium close-up captures a scene rendered in the lush, Ghibli animation style, focusing on a mature young woman standing in a sunny forest clearing. She wears a high, spiky black ponytail, each strand catching the light, and her expression is one of serene concentration. She wears a simple, sleeveless, dark blue tunic made of soft, natural fabric. In the open palm of her left hand, a delicate, small crystal bird hovers, its form composed of countless translucent facets that reflect the ambient light. She gracefully extends her right hand, extending her index finger and lightly touching the bird's crystal surface. The moment her fingertip touches the bird, a bright, warm golden light emanates from the point of contact, shimmering across the screen and momentarily illuminating the ancient, mossy stones in the background. Following the flash, a cloud of magical, shimmering dust rises from the bird and her hand, drifting lazily into the air, casting a soft, ethereal glow on her focused face, creating a profound atmosphere of quiet wonder and intimate magic.", + "seed": 15345, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_10/index_1970_seed_15345_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008241694909520448, + "vlm_logprob": -0.008241694909520448, + "vlm_yes_no_margin": 5.15, + "vlm_token_credit": -0.008241694909520448, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011192277073860168 + ], + "opposite_logprob_tokens": [ + -5.261192321777344 + ], + "logprob_reward": -0.011192277073860168, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.011192277073860168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.37468573451042175, + 0.13216350972652435, + 0.0728948712348938, + 0.0867912694811821, + 0.06994130462408066, + 0.05483372509479523, + 0.08183830976486206, + 0.044118259102106094, + 0.021454310044646263, + 0.06127865985035896 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.011192277073860168 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005972514860332012 + ], + "opposite_logprob_tokens": [ + -5.130972385406494 + ], + "logprob_reward": -0.005972514860332012, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005972514860332012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2092904895544052, + 0.05601303279399872, + 0.04717518389225006, + 0.13821662962436676, + 0.19531145691871643, + 0.0496734119951725, + 0.10703195631504059, + 0.1467726081609726, + 0.029828691855072975, + 0.0206864383071661 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.005972514860332012 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012547831982374191 + ], + "opposite_logprob_tokens": [ + -4.387547969818115 + ], + "logprob_reward": -0.012547831982374191, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012547831982374191, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13687339425086975, + 0.07568778842687607, + 0.19100673496723175, + 0.09314290434122086, + 0.08839869499206543, + 0.0675944834947586, + 0.1386348307132721, + 0.08106432110071182, + 0.03023803047835827, + 0.09735880047082901 + ], + "top_frames": [ + 2, + 6, + 0 + ], + "selected_reward": -0.012547831982374191 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017163321608677506 + ], + "opposite_logprob_tokens": [ + -6.376716136932373 + ], + "logprob_reward": -0.0017163321608677506, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017163321608677506, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07079422473907471, + 0.04768066108226776, + 0.04991291090846062, + 0.31406980752944946, + 0.21739113330841064, + 0.11885550618171692, + 0.08603373914957047, + 0.04355396330356598, + 0.016588283702731133, + 0.03511977940797806 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.0017163321608677506 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009779518470168114 + ], + "opposite_logprob_tokens": [ + -4.634779453277588 + ], + "logprob_reward": -0.009779518470168114, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009779518470168114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24910712242126465, + 0.17710106074810028, + 0.054543498903512955, + 0.10249953716993332, + 0.19318273663520813, + 0.03303271159529686, + 0.04841840639710426, + 0.04934842884540558, + 0.038687076419591904, + 0.05407946929335594 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.009779518470168114 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a scene rendered in the lush, Ghibli animation style, focusing on a mature young woman standing in a sunny forest clearing. She wears a high, spiky black ponytail, each strand catching the light, and her expression is one of serene concentration. She wears a simple, sleeveless, dark blue tunic made of soft, natural fabric. In the open palm of her left hand, a delicate, small crystal bird hovers, its form composed of countless translucent facets that reflect the ambient light. She gracefully extends her right hand, extending her index finger and lightly touching the bird's crystal surface. The moment her fingertip touches the bird, a bright, warm golden light emanates from the point of contact, shimmering across the screen and momentarily illuminating the ancient, mossy stones in the background. Following the flash, a cloud of magical, shimmering dust rises from the bird and her hand, drifting lazily into the air, casting a soft, ethereal glow on her focused face, creating a profound atmosphere of quiet wonder and intimate magic.", + "seed": 15346, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_10/index_1970_seed_15346_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04102016920223832, + "vlm_logprob": -0.04102016920223832, + "vlm_yes_no_margin": 3.699999952316284, + "vlm_token_credit": -0.04102016920223832, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1297464519739151 + ], + "opposite_logprob_tokens": [ + -2.254746437072754 + ], + "logprob_reward": -0.1297464519739151, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1297464519739151, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0845017358660698, + 0.05085744708776474, + 0.031200015917420387, + 0.09602400660514832, + 0.022817371413111687, + 0.06415858864784241, + 0.1000702828168869, + 0.03876176103949547, + 0.3427281975746155, + 0.1688806265592575 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.1297464519739151 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061161957681179 + ], + "opposite_logprob_tokens": [ + -3.895611524581909 + ], + "logprob_reward": -0.02061161957681179, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061161957681179, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.090377576649189, + 0.050672776997089386, + 0.04542911797761917, + 0.07256493717432022, + 0.04565628618001938, + 0.032711539417505264, + 0.13051597774028778, + 0.13297556340694427, + 0.2004728466272354, + 0.198623389005661 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.02061161957681179 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820252276957035 + ], + "opposite_logprob_tokens": [ + -4.018202304840088 + ], + "logprob_reward": -0.01820252276957035, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820252276957035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11369877308607101, + 0.04042501747608185, + 0.038738127797842026, + 0.060195665806531906, + 0.05920059233903885, + 0.05914381518959999, + 0.17145280539989471, + 0.23692891001701355, + 0.08906801044940948, + 0.13114826381206512 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.01820252276957035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744359154254198 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744359154254198, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744359154254198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09151307493448257, + 0.05078833922743797, + 0.024910302832722664, + 0.05266914144158363, + 0.062146127223968506, + 0.040234703570604324, + 0.16226184368133545, + 0.2798881530761719, + 0.07065269351005554, + 0.16493555903434753 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.006744359154254198 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795892536640167 + ], + "opposite_logprob_tokens": [ + -3.5297958850860596 + ], + "logprob_reward": -0.029795892536640167, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795892536640167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05897292494773865, + 0.09512545168399811, + 0.031450867652893066, + 0.06884221732616425, + 0.05887189507484436, + 0.06484901905059814, + 0.08797859400510788, + 0.19462047517299652, + 0.1923036277294159, + 0.14698494970798492 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.029795892536640167 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a scene rendered in the lush, Ghibli animation style, focusing on a mature young woman standing in a sunny forest clearing. She wears a high, spiky black ponytail, each strand catching the light, and her expression is one of serene concentration. She wears a simple, sleeveless, dark blue tunic made of soft, natural fabric. In the open palm of her left hand, a delicate, small crystal bird hovers, its form composed of countless translucent facets that reflect the ambient light. She gracefully extends her right hand, extending her index finger and lightly touching the bird's crystal surface. The moment her fingertip touches the bird, a bright, warm golden light emanates from the point of contact, shimmering across the screen and momentarily illuminating the ancient, mossy stones in the background. Following the flash, a cloud of magical, shimmering dust rises from the bird and her hand, drifting lazily into the air, casting a soft, ethereal glow on her focused face, creating a profound atmosphere of quiet wonder and intimate magic.", + "seed": 15347, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_10/index_1970_seed_15347_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.029366658348590136, + "vlm_logprob": -0.029366658348590136, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.029366658348590136, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07478778809309006 + ], + "opposite_logprob_tokens": [ + -2.9497878551483154 + ], + "logprob_reward": -0.07478778809309006, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.07478778809309006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19732548296451569, + 0.09546243399381638, + 0.06680550426244736, + 0.0625869631767273, + 0.1945544183254242, + 0.07768354564905167, + 0.034743860363960266, + 0.139473095536232, + 0.03481415659189224, + 0.09655049443244934 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.07478778809309006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011103861033916473 + ], + "opposite_logprob_tokens": [ + -4.511103630065918 + ], + "logprob_reward": -0.011103861033916473, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011103861033916473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12263111025094986, + 0.14928476512432098, + 0.06416332721710205, + 0.09004289656877518, + 0.06338395923376083, + 0.051255952566862106, + 0.07635035365819931, + 0.2352389395236969, + 0.04472978413105011, + 0.10291885584592819 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.011103861033916473 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018203342333436012 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.018203342333436012, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018203342333436012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08963382244110107, + 0.24249494075775146, + 0.04974175989627838, + 0.08521723747253418, + 0.05907826125621796, + 0.04705652594566345, + 0.07953625172376633, + 0.06253064423799515, + 0.09773002564907074, + 0.18698060512542725 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.018203342333436012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004644558299332857 + ], + "opposite_logprob_tokens": [ + -5.379644393920898 + ], + "logprob_reward": -0.004644558299332857, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004644558299332857, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11345965415239334, + 0.15403138101100922, + 0.06870170682668686, + 0.13318702578544617, + 0.05114423856139183, + 0.04189102724194527, + 0.10570879280567169, + 0.03655528277158737, + 0.053432028740644455, + 0.24188882112503052 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.004644558299332857 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809374198317528 + ], + "opposite_logprob_tokens": [ + -3.2880938053131104 + ], + "logprob_reward": -0.03809374198317528, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809374198317528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11059203743934631, + 0.062306880950927734, + 0.09137669950723648, + 0.09898144006729126, + 0.0711066797375679, + 0.03862837329506874, + 0.09100092202425003, + 0.0983734279870987, + 0.0453638918697834, + 0.29226967692375183 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.03809374198317528 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium close-up captures a scene rendered in the lush, Ghibli animation style, focusing on a mature young woman standing in a sunny forest clearing. She wears a high, spiky black ponytail, each strand catching the light, and her expression is one of serene concentration. She wears a simple, sleeveless, dark blue tunic made of soft, natural fabric. In the open palm of her left hand, a delicate, small crystal bird hovers, its form composed of countless translucent facets that reflect the ambient light. She gracefully extends her right hand, extending her index finger and lightly touching the bird's crystal surface. The moment her fingertip touches the bird, a bright, warm golden light emanates from the point of contact, shimmering across the screen and momentarily illuminating the ancient, mossy stones in the background. Following the flash, a cloud of magical, shimmering dust rises from the bird and her hand, drifting lazily into the air, casting a soft, ethereal glow on her focused face, creating a profound atmosphere of quiet wonder and intimate magic.", + "seed": 15348, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_10/index_1970_seed_15348_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.009969806764274836, + "vlm_logprob": -0.009969806764274836, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.009969806764274836, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010492871515452862 + ], + "opposite_logprob_tokens": [ + -5.26049280166626 + ], + "logprob_reward": -0.010492871515452862, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.010492871515452862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1383371204137802, + 0.06437341868877411, + 0.02832891419529915, + 0.117523193359375, + 0.1727612316608429, + 0.047038834542036057, + 0.07140325009822845, + 0.22487707436084747, + 0.05555366724729538, + 0.07980333268642426 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.010492871515452862 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011096787638962269 + ], + "opposite_logprob_tokens": [ + -4.511096954345703 + ], + "logprob_reward": -0.011096787638962269, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011096787638962269, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20964211225509644, + 0.06246105208992958, + 0.026151033118367195, + 0.05090446397662163, + 0.19720810651779175, + 0.04957663640379906, + 0.02067011594772339, + 0.06492384523153305, + 0.1250367909669876, + 0.19342578947544098 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.011096787638962269 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014206817373633385 + ], + "opposite_logprob_tokens": [ + -4.264206886291504 + ], + "logprob_reward": -0.014206817373633385, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014206817373633385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.034709375351667404, + 0.04109986126422882, + 0.08841940015554428, + 0.10729629546403885, + 0.5063279867172241, + 0.03479870781302452, + 0.06773794442415237, + 0.06708814203739166, + 0.034839000552892685, + 0.017683302983641624 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.014206817373633385 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015160269103944302 + ], + "opposite_logprob_tokens": [ + -6.501515865325928 + ], + "logprob_reward": -0.0015160269103944302, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015160269103944302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04268839955329895, + 0.07555592060089111, + 0.012046677991747856, + 0.04416744038462639, + 0.3722415268421173, + 0.024578018113970757, + 0.05727703124284744, + 0.26116183400154114, + 0.06852987408638, + 0.04175323247909546 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.0015160269103944302 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene rendered in a lush Ghibli animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a mature young woman with a high, spiky black ponytail wearing a sleeveless dark blue tunic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small crystal bird hovering in the woman's open left palm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman extend her right index finger to touch the crystal bird, causing a bright warm golden light to emanate from the contact point?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a cloud of magical shimmering dust rise from the bird and her hand after the light flash?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536530382931232 + ], + "opposite_logprob_tokens": [ + -4.387536525726318 + ], + "logprob_reward": -0.012536530382931232, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536530382931232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07405983656644821, + 0.04025676101446152, + 0.02277364395558834, + 0.07449004799127579, + 0.2283627688884735, + 0.039792586117982864, + 0.08112790435552597, + 0.2727311849594116, + 0.14357298612594604, + 0.022832248359918594 + ], + "top_frames": [ + 7, + 4, + 8 + ], + "selected_reward": -0.012536530382931232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_11/index_tensor([5115, 5115])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_11/index_tensor([5115, 5115])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c68f37378f9fd4cafb3ad9ebbb0d5ce3235f6187 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_11/index_tensor([5115, 5115])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot in dramatic slow motion, the camera tilts steadily downward as the watch falls. The scene begins with an ornate antique pocket watch, its polished brass case intricately engraved with arabesques and embellished with a gentle patina of age, resting on the edge of a dark, polished mahogany tabletop. A strong, off-screen golden afternoon sun creates a dazzling backlight, shading the watch into a sharp silhouette, its curved edge outlined only by a brilliant golden ring of light. The watch begins its cautious, inexorable slide toward the edge of the table. As it finally clears the edge and plummets into the air, its matching brass bracelet unfurls, its delicate links illuminated by the backlight like golden sparks. Captured in slow motion, the entire bracelet sways and twists gracefully in the air, forming a dynamic, glittering arc. In the background, countless tiny dust particles in the air penetrated by sunlight sparkle like diamonds, creating a tranquil, sad and poetic atmosphere as if time has stopped.", + "seed": 6794, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_11/index_5115_seed_6794_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.09441518969833851, + "vlm_logprob": -0.09441518969833851, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.09441518969833851, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02753155119717121 + ], + "opposite_logprob_tokens": [ + -3.652531623840332 + ], + "logprob_reward": -0.02753155119717121, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02753155119717121, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0628211498260498, + 0.035333096981048584, + 0.04734326899051666, + 0.5218036770820618, + 0.12672728300094604, + 0.05302678421139717, + 0.04470328614115715, + 0.018995389342308044, + 0.07322832196950912, + 0.016017703339457512 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.02753155119717121 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813546359539032 + ], + "opposite_logprob_tokens": [ + -1.4063546657562256 + ], + "logprob_reward": -0.2813546359539032, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813546359539032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05302790179848671, + 0.09275856614112854, + 0.11312678456306458, + 0.178819939494133, + 0.317548543214798, + 0.07634997367858887, + 0.056600164622068405, + 0.02494669333100319, + 0.06339450180530548, + 0.023426920175552368 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.2813546359539032 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014211166650056839 + ], + "opposite_logprob_tokens": [ + -4.264211177825928 + ], + "logprob_reward": -0.014211166650056839, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014211166650056839, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040602631866931915, + 0.024522194638848305, + 0.04549385979771614, + 0.43948715925216675, + 0.14629478752613068, + 0.03335478529334068, + 0.07640068978071213, + 0.019716346636414528, + 0.1240897849202156, + 0.05003771930932999 + ], + "top_frames": [ + 3, + 4, + 8 + ], + "selected_reward": -0.014211166650056839 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865943267941475 + ], + "opposite_logprob_tokens": [ + -3.048659324645996 + ], + "logprob_reward": -0.04865943267941475, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865943267941475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06485068798065186, + 0.06668692827224731, + 0.11311789602041245, + 0.12362290918827057, + 0.255599707365036, + 0.04710941016674042, + 0.07630566507577896, + 0.03225715830922127, + 0.09708130359649658, + 0.12336839735507965 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.04865943267941475 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10031916201114655 + ], + "opposite_logprob_tokens": [ + -2.3503191471099854 + ], + "logprob_reward": -0.10031916201114655, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10031916201114655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05355895683169365, + 0.05720572546124458, + 0.06741174310445786, + 0.12494048476219177, + 0.45290035009384155, + 0.02967204339802265, + 0.04406851902604103, + 0.03149251267313957, + 0.058072205632925034, + 0.08067738264799118 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.10031916201114655 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot in dramatic slow motion, the camera tilts steadily downward as the watch falls. The scene begins with an ornate antique pocket watch, its polished brass case intricately engraved with arabesques and embellished with a gentle patina of age, resting on the edge of a dark, polished mahogany tabletop. A strong, off-screen golden afternoon sun creates a dazzling backlight, shading the watch into a sharp silhouette, its curved edge outlined only by a brilliant golden ring of light. The watch begins its cautious, inexorable slide toward the edge of the table. As it finally clears the edge and plummets into the air, its matching brass bracelet unfurls, its delicate links illuminated by the backlight like golden sparks. Captured in slow motion, the entire bracelet sways and twists gracefully in the air, forming a dynamic, glittering arc. In the background, countless tiny dust particles in the air penetrated by sunlight sparkle like diamonds, creating a tranquil, sad and poetic atmosphere as if time has stopped.", + "seed": 6795, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_11/index_5115_seed_6795_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09429584424942732, + "vlm_logprob": -0.09429584424942732, + "vlm_yes_no_margin": 2.925, + "vlm_token_credit": -0.09429584424942732, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1014198288321495 + ], + "opposite_logprob_tokens": [ + -2.3514199256896973 + ], + "logprob_reward": -0.1014198288321495, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1014198288321495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048076082020998, + 0.06235979124903679, + 0.03049851581454277, + 0.013525146059691906, + 0.01367506105452776, + 0.01569265127182007, + 0.018022144213318825, + 0.5200673341751099, + 0.20407734811306, + 0.07400593161582947 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.1014198288321495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2521120309829712 + ], + "opposite_logprob_tokens": [ + -1.5021120309829712 + ], + "logprob_reward": -0.2521120309829712, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2521120309829712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06040765345096588, + 0.04108860716223717, + 0.031086361035704613, + 0.05701908469200134, + 0.03458086773753166, + 0.01483127847313881, + 0.03020796924829483, + 0.6183910369873047, + 0.03726021945476532, + 0.07512692362070084 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.2521120309829712 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005260909907519817 + ], + "opposite_logprob_tokens": [ + -5.255260944366455 + ], + "logprob_reward": -0.005260909907519817, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005260909907519817, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07338456064462662, + 0.13270536065101624, + 0.023489607498049736, + 0.029104502871632576, + 0.019547637552022934, + 0.02356167510151863, + 0.017266714945435524, + 0.5647648572921753, + 0.06752225756645203, + 0.04865283891558647 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.005260909907519817 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033700864762067795 + ], + "opposite_logprob_tokens": [ + -3.408700942993164 + ], + "logprob_reward": -0.033700864762067795, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033700864762067795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.057486362755298615, + 0.10667700320482254, + 0.06691519170999527, + 0.0330062173306942, + 0.04439702257514, + 0.10846169292926788, + 0.038546182215213776, + 0.41237661242485046, + 0.09174440056085587, + 0.04038931801915169 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.033700864762067795 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898558676242828 + ], + "opposite_logprob_tokens": [ + -2.5789856910705566 + ], + "logprob_reward": -0.07898558676242828, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898558676242828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09464140981435776, + 0.20021019876003265, + 0.03407531976699829, + 0.023921815678477287, + 0.03390771523118019, + 0.015336055308580399, + 0.023082787171006203, + 0.4424598515033722, + 0.07559172064065933, + 0.056773122400045395 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.07898558676242828 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot in dramatic slow motion, the camera tilts steadily downward as the watch falls. The scene begins with an ornate antique pocket watch, its polished brass case intricately engraved with arabesques and embellished with a gentle patina of age, resting on the edge of a dark, polished mahogany tabletop. A strong, off-screen golden afternoon sun creates a dazzling backlight, shading the watch into a sharp silhouette, its curved edge outlined only by a brilliant golden ring of light. The watch begins its cautious, inexorable slide toward the edge of the table. As it finally clears the edge and plummets into the air, its matching brass bracelet unfurls, its delicate links illuminated by the backlight like golden sparks. Captured in slow motion, the entire bracelet sways and twists gracefully in the air, forming a dynamic, glittering arc. In the background, countless tiny dust particles in the air penetrated by sunlight sparkle like diamonds, creating a tranquil, sad and poetic atmosphere as if time has stopped.", + "seed": 6796, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_11/index_5115_seed_6796_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.053302106261253354, + "vlm_logprob": -0.053302106261253354, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.053302106261253354, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013273682445287704 + ], + "opposite_logprob_tokens": [ + -4.5132737159729 + ], + "logprob_reward": -0.013273682445287704, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.013273682445287704, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4299080967903137, + 0.0959651917219162, + 0.034086763858795166, + 0.03203141316771507, + 0.048036567866802216, + 0.026300746947526932, + 0.03633037954568863, + 0.12804143130779266, + 0.03809233009815216, + 0.13120710849761963 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.013273682445287704 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295098066329956 + ], + "opposite_logprob_tokens": [ + -2.2379510402679443 + ], + "logprob_reward": -0.11295098066329956, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295098066329956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5509958863258362, + 0.037258923053741455, + 0.03816302865743637, + 0.02752809226512909, + 0.04005591571331024, + 0.042935360223054886, + 0.07313628494739532, + 0.057613011449575424, + 0.07316688448190689, + 0.059146564453840256 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.11295098066329956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023301351815462112 + ], + "opposite_logprob_tokens": [ + -3.773301362991333 + ], + "logprob_reward": -0.023301351815462112, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023301351815462112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29897215962409973, + 0.08335758000612259, + 0.1295226365327835, + 0.046857111155986786, + 0.050192348659038544, + 0.034959468990564346, + 0.19704623520374298, + 0.0456339530646801, + 0.0551266223192215, + 0.05833195894956589 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.023301351815462112 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495068430900574 + ], + "opposite_logprob_tokens": [ + -2.929950714111328 + ], + "logprob_reward": -0.05495068430900574, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495068430900574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18855451047420502, + 0.08580020815134048, + 0.05023309588432312, + 0.07152172923088074, + 0.056626398116350174, + 0.046752914786338806, + 0.33991023898124695, + 0.03452802821993828, + 0.06285913288593292, + 0.06321369111537933 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.05495068430900574 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203383207321167 + ], + "opposite_logprob_tokens": [ + -2.8120338916778564 + ], + "logprob_reward": -0.06203383207321167, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203383207321167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4721112847328186, + 0.031497370451688766, + 0.08872635662555695, + 0.04114028811454773, + 0.03243856504559517, + 0.036359403282403946, + 0.09228068590164185, + 0.04969478398561478, + 0.09518226236104965, + 0.06056901440024376 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.06203383207321167 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot in dramatic slow motion, the camera tilts steadily downward as the watch falls. The scene begins with an ornate antique pocket watch, its polished brass case intricately engraved with arabesques and embellished with a gentle patina of age, resting on the edge of a dark, polished mahogany tabletop. A strong, off-screen golden afternoon sun creates a dazzling backlight, shading the watch into a sharp silhouette, its curved edge outlined only by a brilliant golden ring of light. The watch begins its cautious, inexorable slide toward the edge of the table. As it finally clears the edge and plummets into the air, its matching brass bracelet unfurls, its delicate links illuminated by the backlight like golden sparks. Captured in slow motion, the entire bracelet sways and twists gracefully in the air, forming a dynamic, glittering arc. In the background, countless tiny dust particles in the air penetrated by sunlight sparkle like diamonds, creating a tranquil, sad and poetic atmosphere as if time has stopped.", + "seed": 6797, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_11/index_5115_seed_6797_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06101179048418999, + "vlm_logprob": -0.06101179048418999, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.06101179048418999, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020671874284744263 + ], + "opposite_logprob_tokens": [ + -4.020671844482422 + ], + "logprob_reward": -0.020671874284744263, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020671874284744263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30935198068618774, + 0.02425418607890606, + 0.041218943893909454, + 0.11428233981132507, + 0.04362677037715912, + 0.05447345972061157, + 0.12799577414989471, + 0.09598615020513535, + 0.13302601873874664, + 0.05578437075018883 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.020671874284744263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603771448135376 + ], + "opposite_logprob_tokens": [ + -1.9103771448135376 + ], + "logprob_reward": -0.1603771448135376, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603771448135376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21749326586723328, + 0.04227067157626152, + 0.06173789128661156, + 0.03683285787701607, + 0.33627253770828247, + 0.08681488037109375, + 0.028094056993722916, + 0.0861964300274849, + 0.03299221023917198, + 0.07129523158073425 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.1603771448135376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01607622765004635 + ], + "opposite_logprob_tokens": [ + -4.14107608795166 + ], + "logprob_reward": -0.01607622765004635, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01607622765004635, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2948017418384552, + 0.03695996478199959, + 0.029997164383530617, + 0.08854303508996964, + 0.1004122793674469, + 0.14577266573905945, + 0.04350043833255768, + 0.17923294007778168, + 0.04062535613775253, + 0.0401543565094471 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.01607622765004635 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076294224709272385 + ], + "opposite_logprob_tokens": [ + -4.88262939453125 + ], + "logprob_reward": -0.0076294224709272385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076294224709272385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05691490322351456, + 0.027898317202925682, + 0.020453330129384995, + 0.03529464453458786, + 0.11361820995807648, + 0.034202609211206436, + 0.11323173344135284, + 0.3464956283569336, + 0.14439377188682556, + 0.10749683529138565 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.0076294224709272385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of an ornate antique pocket watch with a polished brass case?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the watch resting on the edge of a dark, polished mahogany tabletop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene lit by a strong off-screen golden afternoon sun creating a backlight that silhouettes the watch?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera tilt steadily downward as the watch slides off the table and the bracelet unfurls in the air?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are tiny dust particles visible in the background sparkling like diamonds due to the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030428320169449 + ], + "opposite_logprob_tokens": [ + -2.350304365158081 + ], + "logprob_reward": -0.10030428320169449, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030428320169449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5140677094459534, + 0.03375278413295746, + 0.01595870405435562, + 0.019798507913947105, + 0.01950751803815365, + 0.061689216643571854, + 0.07560992240905762, + 0.09972017258405685, + 0.05500917509198189, + 0.10488633066415787 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.10030428320169449 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_12/index_tensor([9366, 9366])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_12/index_tensor([9366, 9366])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..d55bd0f95cf3286211f3745d95656af535cc82a9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_12/index_tensor([9366, 9366])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a static, long shot shot from a slightly upward angle, the unique rhythm of stop-motion animation is perfectly captured: at the bottom of the frame lies a pristine, glossy white surface. Under bright, even studio lighting, countless colorful plastic building blocks, as if summoned by an invisible force, rise from the ground with a characteristic, frame-by-frame jerkiness. These blocks—in vibrant reds, brilliant yellows, deep blues, and emerald greens—are smooth, with a characteristic plastic sheen. They leap, rotate, and translate upward, snapping into place with a swift and distinct click, forming the castle's foundation and walls. As this chaotic yet orderly dance accelerates, a magnificent castle gradually takes shape: imposing towers with crenellations, a grand central gatehouse, and multiple spires rise layer by layer, the different colors of the blocks interweaving in a random yet harmonious manner. The entire process is imbued with the magic of creation, as the light accentuates the vibrant colors of the bricks and casts soft yet crisp shadows against the white background, creating a playful, whimsical, and breathtaking visual spectacle that perfectly captures the process of building something from nothing.", + "seed": 1670, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_12/index_9366_seed_1670_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07432730572763831, + "vlm_logprob": -0.07432730572763831, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.07432730572763831, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2595604360103607 + ], + "opposite_logprob_tokens": [ + -1.509560465812683 + ], + "logprob_reward": -0.2595604360103607, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2595604360103607, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25386229157447815, + 0.1014607846736908, + 0.11102002114057541, + 0.1305420696735382, + 0.06770695000886917, + 0.05464637652039528, + 0.10039321333169937, + 0.06834929436445236, + 0.055411189794540405, + 0.05660780146718025 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.2595604360103607 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032670944929123 + ], + "opposite_logprob_tokens": [ + -2.3503267765045166 + ], + "logprob_reward": -0.10032670944929123, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032670944929123, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30740851163864136, + 0.05147169902920723, + 0.05066656321287155, + 0.05894816666841507, + 0.01406505424529314, + 0.028015051037073135, + 0.0636119544506073, + 0.2475820630788803, + 0.12019261717796326, + 0.058038320392370224 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.10032670944929123 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009243983076885343 + ], + "opposite_logprob_tokens": [ + -7.000924587249756 + ], + "logprob_reward": -0.0009243983076885343, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009243983076885343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1233413964509964, + 0.034640341997146606, + 0.03153447434306145, + 0.06419681757688522, + 0.03918098658323288, + 0.041324954479932785, + 0.12618066370487213, + 0.4348390996456146, + 0.06650526821613312, + 0.03825603052973747 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.0009243983076885343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002196044661104679 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.002196044661104679, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002196044661104679, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07238809764385223, + 0.036193519830703735, + 0.029160987585783005, + 0.052571602165699005, + 0.03768910840153694, + 0.09399449080228806, + 0.06495428085327148, + 0.24394559860229492, + 0.123959980905056, + 0.24514229595661163 + ], + "top_frames": [ + 9, + 7, + 8 + ], + "selected_reward": -0.002196044661104679 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00862894020974636 + ], + "opposite_logprob_tokens": [ + -4.758628845214844 + ], + "logprob_reward": -0.00862894020974636, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00862894020974636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17311067879199982, + 0.06081397086381912, + 0.09338629245758057, + 0.06692500412464142, + 0.040188051760196686, + 0.1358075737953186, + 0.08744540065526962, + 0.17849251627922058, + 0.10301297903060913, + 0.06081754341721535 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.00862894020974636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, long shot shot from a slightly upward angle, the unique rhythm of stop-motion animation is perfectly captured: at the bottom of the frame lies a pristine, glossy white surface. Under bright, even studio lighting, countless colorful plastic building blocks, as if summoned by an invisible force, rise from the ground with a characteristic, frame-by-frame jerkiness. These blocks—in vibrant reds, brilliant yellows, deep blues, and emerald greens—are smooth, with a characteristic plastic sheen. They leap, rotate, and translate upward, snapping into place with a swift and distinct click, forming the castle's foundation and walls. As this chaotic yet orderly dance accelerates, a magnificent castle gradually takes shape: imposing towers with crenellations, a grand central gatehouse, and multiple spires rise layer by layer, the different colors of the blocks interweaving in a random yet harmonious manner. The entire process is imbued with the magic of creation, as the light accentuates the vibrant colors of the bricks and casts soft yet crisp shadows against the white background, creating a playful, whimsical, and breathtaking visual spectacle that perfectly captures the process of building something from nothing.", + "seed": 1671, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_12/index_9366_seed_1671_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.18842009715735913, + "vlm_logprob": -0.18842009715735913, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.18842009715735913, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023552997037768364 + ], + "opposite_logprob_tokens": [ + -4.523552894592285 + ], + "logprob_reward": -0.023552997037768364, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.023552997037768364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21201437711715698, + 0.0734703466296196, + 0.08934604376554489, + 0.09617658704519272, + 0.05835752189159393, + 0.12087792903184891, + 0.11275405436754227, + 0.06883843243122101, + 0.07026885449886322, + 0.09789576381444931 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.023552997037768364 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933287382125854 + ], + "opposite_logprob_tokens": [ + -0.6933287382125854 + ], + "logprob_reward": -0.6933287382125854, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933287382125854, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.05126884952187538, + 0.031172843649983406, + 0.044303376227617264, + 0.02638162113726139, + 0.11665479838848114, + 0.0712549164891243, + 0.4111042022705078, + 0.12728142738342285, + 0.05883392319083214, + 0.06174399331212044 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.6933287382125854 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012548656202852726 + ], + "opposite_logprob_tokens": [ + -4.387548446655273 + ], + "logprob_reward": -0.012548656202852726, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012548656202852726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12566255033016205, + 0.09904222190380096, + 0.08819489181041718, + 0.034807272255420685, + 0.13503716886043549, + 0.0807422399520874, + 0.1132647767663002, + 0.12472514063119888, + 0.07909993082284927, + 0.11942380666732788 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.012548656202852726 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20160219073295593 + ], + "opposite_logprob_tokens": [ + -1.7016022205352783 + ], + "logprob_reward": -0.20160219073295593, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20160219073295593, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1083599179983139, + 0.04489120841026306, + 0.07241156697273254, + 0.06185729801654816, + 0.06257672607898712, + 0.07623785734176636, + 0.06116209179162979, + 0.04779374226927757, + 0.1404431164264679, + 0.3242664933204651 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.20160219073295593 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067903600633144 + ], + "opposite_logprob_tokens": [ + -4.511067867279053 + ], + "logprob_reward": -0.011067903600633144, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067903600633144, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11634523421525955, + 0.05010218545794487, + 0.060971952974796295, + 0.03362084925174713, + 0.14224965870380402, + 0.037114206701517105, + 0.2782270014286041, + 0.12096139043569565, + 0.09546668827533722, + 0.06494082510471344 + ], + "top_frames": [ + 6, + 4, + 7 + ], + "selected_reward": -0.011067903600633144 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, long shot shot from a slightly upward angle, the unique rhythm of stop-motion animation is perfectly captured: at the bottom of the frame lies a pristine, glossy white surface. Under bright, even studio lighting, countless colorful plastic building blocks, as if summoned by an invisible force, rise from the ground with a characteristic, frame-by-frame jerkiness. These blocks—in vibrant reds, brilliant yellows, deep blues, and emerald greens—are smooth, with a characteristic plastic sheen. They leap, rotate, and translate upward, snapping into place with a swift and distinct click, forming the castle's foundation and walls. As this chaotic yet orderly dance accelerates, a magnificent castle gradually takes shape: imposing towers with crenellations, a grand central gatehouse, and multiple spires rise layer by layer, the different colors of the blocks interweaving in a random yet harmonious manner. The entire process is imbued with the magic of creation, as the light accentuates the vibrant colors of the bricks and casts soft yet crisp shadows against the white background, creating a playful, whimsical, and breathtaking visual spectacle that perfectly captures the process of building something from nothing.", + "seed": 1672, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_12/index_9366_seed_1672_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.14062115931883454, + "vlm_logprob": -0.14062115931883454, + "vlm_yes_no_margin": 2.874999988079071, + "vlm_token_credit": -0.14062115931883454, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0814128965139389 + ], + "opposite_logprob_tokens": [ + -3.0814127922058105 + ], + "logprob_reward": -0.0814128965139389, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0814128965139389, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8046638369560242, + 0.025626711547374725, + 0.031303707510232925, + 0.015156283974647522, + 0.015227485448122025, + 0.02736780047416687, + 0.011599818244576454, + 0.0110337408259511, + 0.015238235704600811, + 0.042782481759786606 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0814128965139389 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34863168001174927 + ], + "opposite_logprob_tokens": [ + -1.2236316204071045 + ], + "logprob_reward": -0.34863168001174927, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34863168001174927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5500203967094421, + 0.07202567905187607, + 0.03147537633776665, + 0.04428847134113312, + 0.030662771314382553, + 0.038381341844797134, + 0.011350653134286404, + 0.041466571390628815, + 0.02497086487710476, + 0.15535782277584076 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.34863168001174927 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006748385261744261 + ], + "opposite_logprob_tokens": [ + -5.006748199462891 + ], + "logprob_reward": -0.006748385261744261, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006748385261744261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34329885244369507, + 0.04059389606118202, + 0.05114332213997841, + 0.06540004909038544, + 0.05873807147145271, + 0.05619627609848976, + 0.03991084173321724, + 0.09796655178070068, + 0.042891427874565125, + 0.2038608193397522 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.006748385261744261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212517380714417 + ], + "opposite_logprob_tokens": [ + -1.5021251440048218 + ], + "logprob_reward": -0.25212517380714417, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212517380714417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6590113639831543, + 0.034359805285930634, + 0.023523952811956406, + 0.03584226965904236, + 0.05797756090760231, + 0.05728938430547714, + 0.0271485336124897, + 0.03012445755302906, + 0.013290315866470337, + 0.06143230199813843 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.25212517380714417 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014187660999596119 + ], + "opposite_logprob_tokens": [ + -4.264187812805176 + ], + "logprob_reward": -0.014187660999596119, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014187660999596119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2005765736103058, + 0.05315505713224411, + 0.035353079438209534, + 0.055878348648548126, + 0.059698279947042465, + 0.06252801418304443, + 0.03465966880321503, + 0.06738701462745667, + 0.04588758200407028, + 0.3848763704299927 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.014187660999596119 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, long shot shot from a slightly upward angle, the unique rhythm of stop-motion animation is perfectly captured: at the bottom of the frame lies a pristine, glossy white surface. Under bright, even studio lighting, countless colorful plastic building blocks, as if summoned by an invisible force, rise from the ground with a characteristic, frame-by-frame jerkiness. These blocks—in vibrant reds, brilliant yellows, deep blues, and emerald greens—are smooth, with a characteristic plastic sheen. They leap, rotate, and translate upward, snapping into place with a swift and distinct click, forming the castle's foundation and walls. As this chaotic yet orderly dance accelerates, a magnificent castle gradually takes shape: imposing towers with crenellations, a grand central gatehouse, and multiple spires rise layer by layer, the different colors of the blocks interweaving in a random yet harmonious manner. The entire process is imbued with the magic of creation, as the light accentuates the vibrant colors of the bricks and casts soft yet crisp shadows against the white background, creating a playful, whimsical, and breathtaking visual spectacle that perfectly captures the process of building something from nothing.", + "seed": 1673, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_12/index_9366_seed_1673_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.33511650608852506, + "vlm_logprob": -0.33511650608852506, + "vlm_yes_no_margin": 2.424999988079071, + "vlm_token_credit": -0.33511650608852506, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08550412952899933 + ], + "opposite_logprob_tokens": [ + -2.7105040550231934 + ], + "logprob_reward": -0.08550412952899933, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08550412952899933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1720595806837082, + 0.07393743097782135, + 0.11276854574680328, + 0.12776648998260498, + 0.10124718397855759, + 0.0800551027059555, + 0.06009306758642197, + 0.20191562175750732, + 0.034254010766744614, + 0.035903021693229675 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.08550412952899933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34864193201065063 + ], + "opposite_logprob_tokens": [ + -1.2236418724060059 + ], + "logprob_reward": -0.34864193201065063, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.34864193201065063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41867151856422424, + 0.08395244181156158, + 0.07169536501169205, + 0.028116067871451378, + 0.05106595158576965, + 0.12524725496768951, + 0.07452920824289322, + 0.10234883427619934, + 0.013435189612209797, + 0.030938202515244484 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.34864193201065063 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006742346566170454 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.006742346566170454, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006742346566170454, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33205628395080566, + 0.08044604957103729, + 0.028834650292992592, + 0.1180686429142952, + 0.04754049703478813, + 0.09899026155471802, + 0.14349696040153503, + 0.08757654577493668, + 0.03425365686416626, + 0.028736509382724762 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.006742346566170454 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236229181289673 + ], + "opposite_logprob_tokens": [ + -0.3486229181289673 + ], + "logprob_reward": -1.2236229181289673, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236229181289673, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.25612950325012207, + 0.1256076693534851, + 0.20694325864315033, + 0.15746036171913147, + 0.06365936249494553, + 0.06745846569538116, + 0.034279510378837585, + 0.05477423220872879, + 0.019805140793323517, + 0.013882491737604141 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -1.2236229181289673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot static and positioned from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the bottom of the frame a pristine, glossy white surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do colorful plastic building blocks (reds, yellows, blues, greens) rise from the ground with a frame-by-frame jerkiness?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the blocks form a castle with imposing towers, crenellations, a grand central gatehouse, and multiple spires?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature bright, even studio lighting casting soft yet crisp shadows against the white background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011071204207837582 + ], + "opposite_logprob_tokens": [ + -4.51107120513916 + ], + "logprob_reward": -0.011071204207837582, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011071204207837582, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1517360657453537, + 0.17662745714187622, + 0.12002527713775635, + 0.2439289689064026, + 0.056476738303899765, + 0.052797749638557434, + 0.02971544675529003, + 0.09741122275590897, + 0.0304831862449646, + 0.04079794883728027 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.011071204207837582 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_13/index_tensor([2428, 2428])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_13/index_tensor([2428, 2428])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..127b1a7c80db0d45f6dd36aed388a6334ee9006b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_13/index_tensor([2428, 2428])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene unfolds in a modern office at night, captured with a slow, deliberate tracking shot that slides horizontally from left to right, level with a large desk. Made of dark, polished mahogany, the desk reflects the cool, dim bluish-white light of a computer monitor left atop it, displaying an abstract, slowly shifting digital pattern. Through a large floor-to-ceiling window behind the desk, the distant city lights of a sprawling metropolis blur into a mesmerizing bokeh of warm yellows and cool whites against the deep blue of the night sky. As the camera continues its steady motion, it reveals a small, isolated, polished steel ball bearing, initially perfectly resting on the smooth wooden surface. An almost imperceptible vibration travels through the desk, displacing the ball bearing, which begins to roll, hesitantly at first, then with steady, quiet grace across the spacious desk. The small sphere's mirrored surface captures and distorts the glow of the monitor and the distant city lights, creating a miniature, moving world of distorted reflections. After a short, thoughtful journey through the polished woods, its momentum dies down to its gentle final stop, once again settling into perfect tranquility in the quiet, contemplative, and focused atmosphere of the abandoned office.", + "seed": 12020, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_13/index_2428_seed_12020_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20779850138351322, + "vlm_logprob": -0.20779850138351322, + "vlm_yes_no_margin": 3.025, + "vlm_token_credit": -0.20779850138351322, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8990342617034912 + ], + "opposite_logprob_tokens": [ + -0.5240342617034912 + ], + "logprob_reward": -0.8990342617034912, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8990342617034912, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10700929164886475, + 0.15166373550891876, + 0.07312379777431488, + 0.059927672147750854, + 0.21155400574207306, + 0.046795353293418884, + 0.055653415620326996, + 0.1723848432302475, + 0.08436496555805206, + 0.03752291202545166 + ], + "top_frames": [ + 4, + 7, + 1 + ], + "selected_reward": -0.8990342617034912 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908221125602722 + ], + "opposite_logprob_tokens": [ + -2.4640822410583496 + ], + "logprob_reward": -0.08908221125602722, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908221125602722, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2980602979660034, + 0.14490418136119843, + 0.06250452995300293, + 0.06737490743398666, + 0.10300711542367935, + 0.035571493208408356, + 0.02899102121591568, + 0.16657468676567078, + 0.06818302720785141, + 0.024828705936670303 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.08908221125602722 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01254948042333126 + ], + "opposite_logprob_tokens": [ + -4.38754940032959 + ], + "logprob_reward": -0.01254948042333126, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01254948042333126, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05338248983025551, + 0.07942180335521698, + 0.062314361333847046, + 0.051434218883514404, + 0.1511009931564331, + 0.2539217174053192, + 0.032679468393325806, + 0.18962711095809937, + 0.06851887702941895, + 0.05759898200631142 + ], + "top_frames": [ + 5, + 7, + 4 + ], + "selected_reward": -0.01254948042333126 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004637557547539473 + ], + "opposite_logprob_tokens": [ + -5.379637718200684 + ], + "logprob_reward": -0.004637557547539473, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004637557547539473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11347079277038574, + 0.11409472674131393, + 0.17568278312683105, + 0.03927057981491089, + 0.09969650954008102, + 0.052720747888088226, + 0.07874611765146255, + 0.19095249474048615, + 0.0732925608754158, + 0.06207270547747612 + ], + "top_frames": [ + 7, + 2, + 1 + ], + "selected_reward": -0.004637557547539473 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688995987176895 + ], + "opposite_logprob_tokens": [ + -3.408689022064209 + ], + "logprob_reward": -0.033688995987176895, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688995987176895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23485735058784485, + 0.09847341477870941, + 0.08289793133735657, + 0.05467435345053673, + 0.11762702465057373, + 0.043856170028448105, + 0.0789606124162674, + 0.09446299821138382, + 0.10510344058275223, + 0.08908665925264359 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.033688995987176895 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene unfolds in a modern office at night, captured with a slow, deliberate tracking shot that slides horizontally from left to right, level with a large desk. Made of dark, polished mahogany, the desk reflects the cool, dim bluish-white light of a computer monitor left atop it, displaying an abstract, slowly shifting digital pattern. Through a large floor-to-ceiling window behind the desk, the distant city lights of a sprawling metropolis blur into a mesmerizing bokeh of warm yellows and cool whites against the deep blue of the night sky. As the camera continues its steady motion, it reveals a small, isolated, polished steel ball bearing, initially perfectly resting on the smooth wooden surface. An almost imperceptible vibration travels through the desk, displacing the ball bearing, which begins to roll, hesitantly at first, then with steady, quiet grace across the spacious desk. The small sphere's mirrored surface captures and distorts the glow of the monitor and the distant city lights, creating a miniature, moving world of distorted reflections. After a short, thoughtful journey through the polished woods, its momentum dies down to its gentle final stop, once again settling into perfect tranquility in the quiet, contemplative, and focused atmosphere of the abandoned office.", + "seed": 12021, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_13/index_2428_seed_12021_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06441638357937336, + "vlm_logprob": -0.06441638357937336, + "vlm_yes_no_margin": 3.425, + "vlm_token_credit": -0.06441638357937336, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2261391282081604 + ], + "opposite_logprob_tokens": [ + -1.6011390686035156 + ], + "logprob_reward": -0.2261391282081604, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2261391282081604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23226551711559296, + 0.04352607578039169, + 0.17361317574977875, + 0.037893641740083694, + 0.10907787084579468, + 0.09463810175657272, + 0.11318638920783997, + 0.08821561187505722, + 0.05662773177027702, + 0.0509558729827404 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.2261391282081604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059643715620041 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059643715620041, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059643715620041, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2355959564447403, + 0.23779988288879395, + 0.05634143203496933, + 0.05054381117224693, + 0.08125139772891998, + 0.0566951148211956, + 0.09868865460157394, + 0.06402270495891571, + 0.09444579482078552, + 0.024615205824375153 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.02059643715620041 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02635258063673973 + ], + "opposite_logprob_tokens": [ + -3.651352643966675 + ], + "logprob_reward": -0.02635258063673973, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02635258063673973, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.077842578291893, + 0.18449680507183075, + 0.07243417203426361, + 0.1446310430765152, + 0.05749116092920303, + 0.04314593970775604, + 0.0346498005092144, + 0.0267848689109087, + 0.14489787817001343, + 0.21362577378749847 + ], + "top_frames": [ + 9, + 1, + 8 + ], + "selected_reward": -0.02635258063673973 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005947155877947807 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.005947155877947807, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005947155877947807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3124159574508667, + 0.04446341469883919, + 0.12162262946367264, + 0.03762069717049599, + 0.04807014763355255, + 0.07849854975938797, + 0.23626145720481873, + 0.06668582558631897, + 0.02026839181780815, + 0.03409290313720703 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.005947155877947807 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04304661601781845 + ], + "opposite_logprob_tokens": [ + -3.168046712875366 + ], + "logprob_reward": -0.04304661601781845, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04304661601781845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10045719891786575, + 0.09542738646268845, + 0.08951112627983093, + 0.0746370255947113, + 0.050172679126262665, + 0.09822425991296768, + 0.06838969886302948, + 0.07893478870391846, + 0.1781870573759079, + 0.16605877876281738 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.04304661601781845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene unfolds in a modern office at night, captured with a slow, deliberate tracking shot that slides horizontally from left to right, level with a large desk. Made of dark, polished mahogany, the desk reflects the cool, dim bluish-white light of a computer monitor left atop it, displaying an abstract, slowly shifting digital pattern. Through a large floor-to-ceiling window behind the desk, the distant city lights of a sprawling metropolis blur into a mesmerizing bokeh of warm yellows and cool whites against the deep blue of the night sky. As the camera continues its steady motion, it reveals a small, isolated, polished steel ball bearing, initially perfectly resting on the smooth wooden surface. An almost imperceptible vibration travels through the desk, displacing the ball bearing, which begins to roll, hesitantly at first, then with steady, quiet grace across the spacious desk. The small sphere's mirrored surface captures and distorts the glow of the monitor and the distant city lights, creating a miniature, moving world of distorted reflections. After a short, thoughtful journey through the polished woods, its momentum dies down to its gentle final stop, once again settling into perfect tranquility in the quiet, contemplative, and focused atmosphere of the abandoned office.", + "seed": 12022, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_13/index_2428_seed_12022_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.188083435036242, + "vlm_logprob": -0.188083435036242, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.188083435036242, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8271751999855042 + ], + "opposite_logprob_tokens": [ + -0.5771751999855042 + ], + "logprob_reward": -0.8271751999855042, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8271751999855042, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2014162838459015, + 0.08844488114118576, + 0.08556109666824341, + 0.04879570007324219, + 0.0616106353700161, + 0.02461150847375393, + 0.04526292160153389, + 0.04195171594619751, + 0.09271632879972458, + 0.3096289336681366 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.8271751999855042 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05499006435275078 + ], + "opposite_logprob_tokens": [ + -2.92999005317688 + ], + "logprob_reward": -0.05499006435275078, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05499006435275078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18519806861877441, + 0.053766340017318726, + 0.1811428815126419, + 0.08485379070043564, + 0.064908966422081, + 0.019631478935480118, + 0.03654242306947708, + 0.043576113879680634, + 0.19722296297550201, + 0.13315695524215698 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.05499006435275078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004100843332707882 + ], + "opposite_logprob_tokens": [ + -5.504100799560547 + ], + "logprob_reward": -0.004100843332707882, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004100843332707882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07308890670537949, + 0.027885282412171364, + 0.03879353776574135, + 0.08145171403884888, + 0.014849649742245674, + 0.0185194481164217, + 0.043807100504636765, + 0.024458378553390503, + 0.13858577609062195, + 0.538560152053833 + ], + "top_frames": [ + 9, + 8, + 3 + ], + "selected_reward": -0.004100843332707882 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606719382107258 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.01606719382107258, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606719382107258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11871284246444702, + 0.0628461018204689, + 0.048164285719394684, + 0.10495114326477051, + 0.09991168975830078, + 0.09684385359287262, + 0.04537874460220337, + 0.18720172345638275, + 0.11340157687664032, + 0.12258802354335785 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.01606719382107258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808387368917465 + ], + "opposite_logprob_tokens": [ + -3.288083791732788 + ], + "logprob_reward": -0.03808387368917465, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808387368917465, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23817329108715057, + 0.04484203830361366, + 0.03443314507603645, + 0.09550291299819946, + 0.02040586620569229, + 0.04320743680000305, + 0.08409138023853302, + 0.03393155336380005, + 0.057853251695632935, + 0.3475590944290161 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.03808387368917465 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene unfolds in a modern office at night, captured with a slow, deliberate tracking shot that slides horizontally from left to right, level with a large desk. Made of dark, polished mahogany, the desk reflects the cool, dim bluish-white light of a computer monitor left atop it, displaying an abstract, slowly shifting digital pattern. Through a large floor-to-ceiling window behind the desk, the distant city lights of a sprawling metropolis blur into a mesmerizing bokeh of warm yellows and cool whites against the deep blue of the night sky. As the camera continues its steady motion, it reveals a small, isolated, polished steel ball bearing, initially perfectly resting on the smooth wooden surface. An almost imperceptible vibration travels through the desk, displacing the ball bearing, which begins to roll, hesitantly at first, then with steady, quiet grace across the spacious desk. The small sphere's mirrored surface captures and distorts the glow of the monitor and the distant city lights, creating a miniature, moving world of distorted reflections. After a short, thoughtful journey through the polished woods, its momentum dies down to its gentle final stop, once again settling into perfect tranquility in the quiet, contemplative, and focused atmosphere of the abandoned office.", + "seed": 12023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_13/index_2428_seed_12023_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05713464063592255, + "vlm_logprob": -0.05713464063592255, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.05713464063592255, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2024146467447281 + ], + "opposite_logprob_tokens": [ + -1.702414631843567 + ], + "logprob_reward": -0.2024146467447281, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2024146467447281, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30623534321784973, + 0.030718179419636726, + 0.145114928483963, + 0.18731844425201416, + 0.026266714558005333, + 0.052760761231184006, + 0.1885491907596588, + 0.013690412044525146, + 0.021257197484374046, + 0.02808884158730507 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.2024146467447281 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026364773511886597 + ], + "opposite_logprob_tokens": [ + -3.651364803314209 + ], + "logprob_reward": -0.026364773511886597, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026364773511886597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.41756898164749146, + 0.0571715384721756, + 0.011375079862773418, + 0.3306419551372528, + 0.03229615092277527, + 0.02102477103471756, + 0.021634094417095184, + 0.019736414775252342, + 0.037596412003040314, + 0.05095454305410385 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.026364773511886597 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036239444743841887 + ], + "opposite_logprob_tokens": [ + -5.628623962402344 + ], + "logprob_reward": -0.0036239444743841887, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036239444743841887, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19353841245174408, + 0.013794529251754284, + 0.13688094913959503, + 0.432821661233902, + 0.01706349104642868, + 0.022967852652072906, + 0.021779974922537804, + 0.09690020233392715, + 0.02394605427980423, + 0.04030686616897583 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0036239444743841887 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0046372017823159695 + ], + "opposite_logprob_tokens": [ + -5.379637241363525 + ], + "logprob_reward": -0.0046372017823159695, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.0046372017823159695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09619498997926712, + 0.06790454685688019, + 0.1942286193370819, + 0.3712237775325775, + 0.10629335045814514, + 0.030871186405420303, + 0.028083069249987602, + 0.038812361657619476, + 0.031220825389027596, + 0.03516729921102524 + ], + "top_frames": [ + 3, + 2, + 4 + ], + "selected_reward": -0.0046372017823159695 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a modern office at night with a large desk made of dark, polished mahogany?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a computer monitor displaying an abstract, slowly shifting digital pattern visible on the desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small, polished steel ball bearing visible on the desk that rolls across the surface after being displaced by a vibration?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background visible through a large floor-to-ceiling window showing blurred city lights against a deep blue night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a slow, deliberate tracking shot that slides horizontally from left to right?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863263666629791 + ], + "opposite_logprob_tokens": [ + -3.0486326217651367 + ], + "logprob_reward": -0.04863263666629791, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863263666629791, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11002732813358307, + 0.07169221341609955, + 0.35344812273979187, + 0.2261403650045395, + 0.029569339007139206, + 0.023636190220713615, + 0.05135256424546242, + 0.04648163914680481, + 0.03362376615405083, + 0.0540284588932991 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.04863263666629791 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_14/index_tensor([9640, 9640])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_14/index_tensor([9640, 9640])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..abc2f87f0c6a7558f17a62e59bec18958ff107c8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_14/index_tensor([9640, 9640])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static shot, shot vertically from above, evokes the quality of a simple portrait, focusing on a Go game in progress. Soft sidelight streams in from the side, illuminating a Go board crafted from pale yellowed tortoisewood. Its crisp black grid lines crisscross the board, its surface bearing the marks of slight wear and tear, radiating the patina of age. A slender, clean-cut hand enters the frame, its index and middle fingers elegantly holding a smooth, slightly icy black Go piece, carefully hovering over a certain intersection on the board. In one corner of the board, a plain white ceramic sake bottle rests quietly, accompanied by a small, matching sake cup. The bottle's surface reflects a warm halo in the light. With a steady hand, the piece is precisely placed on the star mark of the board. The moment it makes contact with the wooden board, a crisp, yet dull, click echoes through the still air. Then, the fingers gracefully loosened and slowly lifted, leaving the black piece on the board. The whole process was steady and calm, creating an extremely peaceful, highly focused and Zen-like atmosphere for the game.", + "seed": 31495, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_14/index_9640_seed_31495_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03486217316240072, + "vlm_logprob": -0.03486217316240072, + "vlm_yes_no_margin": 3.7749999523162843, + "vlm_token_credit": -0.03486217316240072, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01537072192877531 + ], + "opposite_logprob_tokens": [ + -4.265370845794678 + ], + "logprob_reward": -0.01537072192877531, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01537072192877531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19174081087112427, + 0.13715402781963348, + 0.14977498352527618, + 0.05137355253100395, + 0.06180726736783981, + 0.03178827837109566, + 0.08122702687978745, + 0.05663185566663742, + 0.165420264005661, + 0.07308192551136017 + ], + "top_frames": [ + 0, + 8, + 2 + ], + "selected_reward": -0.01537072192877531 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006754068657755852 + ], + "opposite_logprob_tokens": [ + -5.006753921508789 + ], + "logprob_reward": -0.006754068657755852, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006754068657755852, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2091650366783142, + 0.09704184532165527, + 0.20707738399505615, + 0.04735100269317627, + 0.022263390943408012, + 0.02340683899819851, + 0.16990134119987488, + 0.0842294692993164, + 0.06223038583993912, + 0.07733326405286789 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.006754068657755852 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819819025695324 + ], + "opposite_logprob_tokens": [ + -4.018198013305664 + ], + "logprob_reward": -0.01819819025695324, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819819025695324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07996592670679092, + 0.06209266558289528, + 0.10693824291229248, + 0.06620615720748901, + 0.08577023446559906, + 0.022599538788199425, + 0.020312510430812836, + 0.01795693300664425, + 0.4334924817085266, + 0.10466531664133072 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.01819819025695324 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033688995987176895 + ], + "opposite_logprob_tokens": [ + -3.408689022064209 + ], + "logprob_reward": -0.033688995987176895, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033688995987176895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18331117928028107, + 0.0791572630405426, + 0.09534250199794769, + 0.042551349848508835, + 0.06190185621380806, + 0.039836470037698746, + 0.03379875794053078, + 0.0214987900108099, + 0.34533071517944336, + 0.09727104753255844 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.033688995987176895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10029888898134232 + ], + "opposite_logprob_tokens": [ + -2.3502988815307617 + ], + "logprob_reward": -0.10029888898134232, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10029888898134232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09815555065870285, + 0.03363962844014168, + 0.031016016378998756, + 0.03051561675965786, + 0.028739262372255325, + 0.013439460657536983, + 0.026907004415988922, + 0.05126577615737915, + 0.23325954377651215, + 0.45306217670440674 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.10029888898134232 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot vertically from above, evokes the quality of a simple portrait, focusing on a Go game in progress. Soft sidelight streams in from the side, illuminating a Go board crafted from pale yellowed tortoisewood. Its crisp black grid lines crisscross the board, its surface bearing the marks of slight wear and tear, radiating the patina of age. A slender, clean-cut hand enters the frame, its index and middle fingers elegantly holding a smooth, slightly icy black Go piece, carefully hovering over a certain intersection on the board. In one corner of the board, a plain white ceramic sake bottle rests quietly, accompanied by a small, matching sake cup. The bottle's surface reflects a warm halo in the light. With a steady hand, the piece is precisely placed on the star mark of the board. The moment it makes contact with the wooden board, a crisp, yet dull, click echoes through the still air. Then, the fingers gracefully loosened and slowly lifted, leaving the black piece on the board. The whole process was steady and calm, creating an extremely peaceful, highly focused and Zen-like atmosphere for the game.", + "seed": 31496, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_14/index_9640_seed_31496_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.060855414159595965, + "vlm_logprob": -0.060855414159595965, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.060855414159595965, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07272327691316605 + ], + "opposite_logprob_tokens": [ + -2.822723388671875 + ], + "logprob_reward": -0.07272327691316605, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07272327691316605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09382578730583191, + 0.019665837287902832, + 0.047780074179172516, + 0.0380619615316391, + 0.08647894859313965, + 0.04353940114378929, + 0.11559715121984482, + 0.07599187642335892, + 0.04032792150974274, + 0.43873104453086853 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.07272327691316605 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01422762032598257 + ], + "opposite_logprob_tokens": [ + -4.264227390289307 + ], + "logprob_reward": -0.01422762032598257, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01422762032598257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06688039749860764, + 0.016115790233016014, + 0.08957482874393463, + 0.12315002828836441, + 0.11406327039003372, + 0.09613549709320068, + 0.06816170364618301, + 0.030465956777334213, + 0.0860600471496582, + 0.309392511844635 + ], + "top_frames": [ + 9, + 3, + 4 + ], + "selected_reward": -0.01422762032598257 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011089242994785309 + ], + "opposite_logprob_tokens": [ + -4.511089324951172 + ], + "logprob_reward": -0.011089242994785309, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011089242994785309, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16264475882053375, + 0.041701700538396835, + 0.06325432658195496, + 0.030337093397974968, + 0.0159002672880888, + 0.03787276893854141, + 0.014295865781605244, + 0.023978929966688156, + 0.020790981128811836, + 0.589223325252533 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.011089242994785309 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633841522037983 + ], + "opposite_logprob_tokens": [ + -3.6513383388519287 + ], + "logprob_reward": -0.02633841522037983, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633841522037983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14641790091991425, + 0.06176074594259262, + 0.07701929658651352, + 0.08777866512537003, + 0.09636707603931427, + 0.11250048875808716, + 0.08335389941930771, + 0.04868673160672188, + 0.018913201987743378, + 0.2672019898891449 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.02633841522037983 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989851534366608 + ], + "opposite_logprob_tokens": [ + -1.8048985004425049 + ], + "logprob_reward": -0.17989851534366608, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989851534366608, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10542533546686172, + 0.02719770185649395, + 0.03439787030220032, + 0.05246942862868309, + 0.03380356356501579, + 0.0356612466275692, + 0.022564679384231567, + 0.01585402712225914, + 0.012797544710338116, + 0.6598286032676697 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.17989851534366608 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot vertically from above, evokes the quality of a simple portrait, focusing on a Go game in progress. Soft sidelight streams in from the side, illuminating a Go board crafted from pale yellowed tortoisewood. Its crisp black grid lines crisscross the board, its surface bearing the marks of slight wear and tear, radiating the patina of age. A slender, clean-cut hand enters the frame, its index and middle fingers elegantly holding a smooth, slightly icy black Go piece, carefully hovering over a certain intersection on the board. In one corner of the board, a plain white ceramic sake bottle rests quietly, accompanied by a small, matching sake cup. The bottle's surface reflects a warm halo in the light. With a steady hand, the piece is precisely placed on the star mark of the board. The moment it makes contact with the wooden board, a crisp, yet dull, click echoes through the still air. Then, the fingers gracefully loosened and slowly lifted, leaving the black piece on the board. The whole process was steady and calm, creating an extremely peaceful, highly focused and Zen-like atmosphere for the game.", + "seed": 31497, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_14/index_9640_seed_31497_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06362459696829319, + "vlm_logprob": -0.06362459696829319, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.06362459696829319, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07269378751516342 + ], + "opposite_logprob_tokens": [ + -2.8226938247680664 + ], + "logprob_reward": -0.07269378751516342, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.07269378751516342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0452473945915699, + 0.01728321984410286, + 0.6017051935195923, + 0.025705529376864433, + 0.09171827882528305, + 0.03652310371398926, + 0.025510136038064957, + 0.05961717292666435, + 0.08058223873376846, + 0.016107721254229546 + ], + "top_frames": [ + 2, + 4, + 8 + ], + "selected_reward": -0.07269378751516342 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011101621203124523 + ], + "opposite_logprob_tokens": [ + -4.511101722717285 + ], + "logprob_reward": -0.011101621203124523, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011101621203124523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.006454763934016228, + 0.005066962912678719, + 0.23614951968193054, + 0.053954821079969406, + 0.13575446605682373, + 0.03246515244245529, + 0.48238128423690796, + 0.020373189821839333, + 0.02385232225060463, + 0.003547505708411336 + ], + "top_frames": [ + 6, + 2, + 4 + ], + "selected_reward": -0.011101621203124523 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012545241974294186 + ], + "opposite_logprob_tokens": [ + -4.387545108795166 + ], + "logprob_reward": -0.012545241974294186, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012545241974294186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03733130916953087, + 0.0395510159432888, + 0.32440710067749023, + 0.10322964191436768, + 0.19712120294570923, + 0.0313698872923851, + 0.21548418700695038, + 0.019152875989675522, + 0.023853542283177376, + 0.00849924422800541 + ], + "top_frames": [ + 2, + 6, + 4 + ], + "selected_reward": -0.012545241974294186 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896751910448074 + ], + "opposite_logprob_tokens": [ + -2.578967571258545 + ], + "logprob_reward": -0.07896751910448074, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896751910448074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0505463145673275, + 0.02646229788661003, + 0.13891375064849854, + 0.06775905936956406, + 0.25185176730155945, + 0.07207906991243362, + 0.22929075360298157, + 0.045378558337688446, + 0.09079776704311371, + 0.0269207414239645 + ], + "top_frames": [ + 4, + 6, + 2 + ], + "selected_reward": -0.07896751910448074 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281481504440308 + ], + "opposite_logprob_tokens": [ + -2.017814874649048 + ], + "logprob_reward": -0.14281481504440308, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14281481504440308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014361483976244926, + 0.019270382821559906, + 0.16790463030338287, + 0.10668469965457916, + 0.27633965015411377, + 0.17029955983161926, + 0.020722702145576477, + 0.01863609254360199, + 0.195135697722435, + 0.010645127855241299 + ], + "top_frames": [ + 4, + 8, + 5 + ], + "selected_reward": -0.14281481504440308 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static shot, shot vertically from above, evokes the quality of a simple portrait, focusing on a Go game in progress. Soft sidelight streams in from the side, illuminating a Go board crafted from pale yellowed tortoisewood. Its crisp black grid lines crisscross the board, its surface bearing the marks of slight wear and tear, radiating the patina of age. A slender, clean-cut hand enters the frame, its index and middle fingers elegantly holding a smooth, slightly icy black Go piece, carefully hovering over a certain intersection on the board. In one corner of the board, a plain white ceramic sake bottle rests quietly, accompanied by a small, matching sake cup. The bottle's surface reflects a warm halo in the light. With a steady hand, the piece is precisely placed on the star mark of the board. The moment it makes contact with the wooden board, a crisp, yet dull, click echoes through the still air. Then, the fingers gracefully loosened and slowly lifted, leaving the black piece on the board. The whole process was steady and calm, creating an extremely peaceful, highly focused and Zen-like atmosphere for the game.", + "seed": 31498, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_14/index_9640_seed_31498_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07850040243938565, + "vlm_logprob": -0.07850040243938565, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.07850040243938565, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03294159844517708 + ], + "opposite_logprob_tokens": [ + -3.5329415798187256 + ], + "logprob_reward": -0.03294159844517708, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03294159844517708, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06459464877843857, + 0.11401408910751343, + 0.5222635269165039, + 0.053502511233091354, + 0.029908480122685432, + 0.01648026518523693, + 0.03110712207853794, + 0.055947646498680115, + 0.03872514143586159, + 0.0734565258026123 + ], + "top_frames": [ + 2, + 1, + 9 + ], + "selected_reward": -0.03294159844517708 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012564195320010185 + ], + "opposite_logprob_tokens": [ + -4.387564182281494 + ], + "logprob_reward": -0.012564195320010185, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012564195320010185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09719278663396835, + 0.07493116706609726, + 0.6069446206092834, + 0.052702825516462326, + 0.023128129541873932, + 0.0328659750521183, + 0.048392344266176224, + 0.026871295645833015, + 0.014444928616285324, + 0.02252586930990219 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.012564195320010185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067427014000713825 + ], + "opposite_logprob_tokens": [ + -5.006742477416992 + ], + "logprob_reward": -0.0067427014000713825, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067427014000713825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2751934826374054, + 0.09224840998649597, + 0.2991946041584015, + 0.06638343632221222, + 0.027968531474471092, + 0.018759140744805336, + 0.03698142617940903, + 0.011706405319273472, + 0.04655007645487785, + 0.1250145137310028 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.0067427014000713825 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036038100719452 + ], + "opposite_logprob_tokens": [ + -1.910360336303711 + ], + "logprob_reward": -0.16036038100719452, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036038100719452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3299935460090637, + 0.07156454771757126, + 0.31077510118484497, + 0.09947249293327332, + 0.03618992492556572, + 0.024948108941316605, + 0.01755944825708866, + 0.029512904584407806, + 0.050307244062423706, + 0.029676731675863266 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.16036038100719452 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static vertical view from above?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a Go board made of pale yellowed tortoisewood with black grid lines visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a slender hand holding a smooth black Go piece hovering over the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a plain white ceramic sake bottle and a matching sake cup visible in a corner of the board?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the black Go piece placed precisely on the star mark of the board?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798931360244751 + ], + "opposite_logprob_tokens": [ + -1.804893136024475 + ], + "logprob_reward": -0.1798931360244751, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798931360244751, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20520944893360138, + 0.0837564691901207, + 0.1637798547744751, + 0.028124181553721428, + 0.012658985331654549, + 0.04427339509129524, + 0.07790331542491913, + 0.11919289082288742, + 0.03341909497976303, + 0.23168236017227173 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.1798931360244751 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_15/index_tensor([8366, 8366])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_15/index_tensor([8366, 8366])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..cc30cbd6818d1309f42e80dfc365054f4ae8e048 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_15/index_tensor([8366, 8366])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, tight close-up focuses on the head and shoulders of a stoic, life-sized statue of a classical figure, carved from dark, weathered granite with age. It stands in a forgotten garden, the cool, dim light of dusk descending, casting long shadows across its form. The scene unfolds in an unsettling sequence of freeze-frames, each successive, jarring frame capturing an impossible movement. Initially, the statue's right hand is a solid, motionless fist, its stone veins accentuated. In the next abrupt cut, the hand unnaturally opens, fingers splayed in a silent, expressive gesture of alarm or warning. A third cut reveals the hand reconfigured again, its index finger now pointing stiffly and awkwardly forward. Simultaneously, a thin, dark crack appears between the statue's firm stone lips, gradually widening with each staccato frame, creating a profoundly unsettling illusion that the lifeless figure is struggling to part its lips and speak, imbuing the frame with an eerie tension and the aura of an ancient power.", + "seed": 26944, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_15/index_8366_seed_26944_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2898092309944332, + "vlm_logprob": -0.2898092309944332, + "vlm_yes_no_margin": 2.175, + "vlm_token_credit": -0.2898092309944332, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2301160991191864 + ], + "opposite_logprob_tokens": [ + -1.6051161289215088 + ], + "logprob_reward": -0.2301160991191864, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2301160991191864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09686415642499924, + 0.05227409675717354, + 0.08577962219715118, + 0.035850755870342255, + 0.0548689104616642, + 0.07401879876852036, + 0.06556818634271622, + 0.19627036154270172, + 0.2539038360118866, + 0.08460129052400589 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.2301160991191864 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908002823591232 + ], + "opposite_logprob_tokens": [ + -2.4640800952911377 + ], + "logprob_reward": -0.08908002823591232, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908002823591232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2257252186536789, + 0.04622799530625343, + 0.2134655863046646, + 0.20061573386192322, + 0.09062938392162323, + 0.016581585630774498, + 0.03652914986014366, + 0.04682649299502373, + 0.08858353644609451, + 0.034815311431884766 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.08908002823591232 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0538651943206787 + ], + "opposite_logprob_tokens": [ + -0.4288651645183563 + ], + "logprob_reward": -1.0538651943206787, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0538651943206787, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.02996896021068096, + 0.29866504669189453, + 0.30145910382270813, + 0.025344178080558777, + 0.1453164964914322, + 0.05146580934524536, + 0.04650656878948212, + 0.020214293152093887, + 0.07144374400377274, + 0.009615805931389332 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -1.0538651943206787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700363740324974 + ], + "opposite_logprob_tokens": [ + -2.6950364112854004 + ], + "logprob_reward": -0.0700363740324974, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700363740324974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047436513006687164, + 0.26556241512298584, + 0.21466854214668274, + 0.014643605798482895, + 0.04266204312443733, + 0.028323965147137642, + 0.06910819560289383, + 0.03043045662343502, + 0.24747100472450256, + 0.03969326987862587 + ], + "top_frames": [ + 1, + 8, + 2 + ], + "selected_reward": -0.0700363740324974 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005948459263890982 + ], + "opposite_logprob_tokens": [ + -5.130948543548584 + ], + "logprob_reward": -0.005948459263890982, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005948459263890982, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09022810310125351, + 0.05845661461353302, + 0.5231243371963501, + 0.04223673418164253, + 0.03938589617609978, + 0.11617477983236313, + 0.028292609378695488, + 0.030061982572078705, + 0.05512702837586403, + 0.016911912709474564 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.005948459263890982 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on the head and shoulders of a stoic, life-sized statue of a classical figure, carved from dark, weathered granite with age. It stands in a forgotten garden, the cool, dim light of dusk descending, casting long shadows across its form. The scene unfolds in an unsettling sequence of freeze-frames, each successive, jarring frame capturing an impossible movement. Initially, the statue's right hand is a solid, motionless fist, its stone veins accentuated. In the next abrupt cut, the hand unnaturally opens, fingers splayed in a silent, expressive gesture of alarm or warning. A third cut reveals the hand reconfigured again, its index finger now pointing stiffly and awkwardly forward. Simultaneously, a thin, dark crack appears between the statue's firm stone lips, gradually widening with each staccato frame, creating a profoundly unsettling illusion that the lifeless figure is struggling to part its lips and speak, imbuing the frame with an eerie tension and the aura of an ancient power.", + "seed": 26945, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_15/index_8366_seed_26945_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.24848893731832505, + "vlm_logprob": -0.24848893731832505, + "vlm_yes_no_margin": 1.974999988079071, + "vlm_token_credit": -0.24848893731832505, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3555524945259094 + ], + "opposite_logprob_tokens": [ + -1.2305524349212646 + ], + "logprob_reward": -0.3555524945259094, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3555524945259094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09283450990915298, + 0.052506353706121445, + 0.07066874951124191, + 0.04988092929124832, + 0.13206890225410461, + 0.04246015474200249, + 0.07950037717819214, + 0.15549248456954956, + 0.29372572898864746, + 0.03086180053651333 + ], + "top_frames": [ + 8, + 7, + 4 + ], + "selected_reward": -0.3555524945259094 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901477813720703 + ], + "opposite_logprob_tokens": [ + -2.579014778137207 + ], + "logprob_reward": -0.07901477813720703, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901477813720703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07827452570199966, + 0.07994891703128815, + 0.0802772045135498, + 0.057641804218292236, + 0.06905923783779144, + 0.02939470484852791, + 0.3993772864341736, + 0.13433820009231567, + 0.05839207395911217, + 0.013296004384756088 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.07901477813720703 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933480501174927 + ], + "opposite_logprob_tokens": [ + -0.6933480501174927 + ], + "logprob_reward": -0.6933480501174927, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933480501174927, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.10613309592008591, + 0.0478179045021534, + 0.12893512845039368, + 0.0777011588215828, + 0.09190024435520172, + 0.062002189457416534, + 0.16186590492725372, + 0.09759486466646194, + 0.1895650327205658, + 0.036484476178884506 + ], + "top_frames": [ + 8, + 6, + 2 + ], + "selected_reward": -0.6933480501174927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033253580331802 + ], + "opposite_logprob_tokens": [ + -2.350332498550415 + ], + "logprob_reward": -0.10033253580331802, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033253580331802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10167035460472107, + 0.14000645279884338, + 0.10424500703811646, + 0.07730897516012192, + 0.06020055338740349, + 0.036875512450933456, + 0.14026731252670288, + 0.10582394897937775, + 0.1841038018465042, + 0.04949801787734032 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.10033253580331802 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014196828007698059 + ], + "opposite_logprob_tokens": [ + -4.264196872711182 + ], + "logprob_reward": -0.014196828007698059, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014196828007698059, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10008739680051804, + 0.09447444975376129, + 0.06599581986665726, + 0.09601376205682755, + 0.08770155906677246, + 0.04099636524915695, + 0.04628921300172806, + 0.27832740545272827, + 0.15473344922065735, + 0.035380586981773376 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.014196828007698059 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on the head and shoulders of a stoic, life-sized statue of a classical figure, carved from dark, weathered granite with age. It stands in a forgotten garden, the cool, dim light of dusk descending, casting long shadows across its form. The scene unfolds in an unsettling sequence of freeze-frames, each successive, jarring frame capturing an impossible movement. Initially, the statue's right hand is a solid, motionless fist, its stone veins accentuated. In the next abrupt cut, the hand unnaturally opens, fingers splayed in a silent, expressive gesture of alarm or warning. A third cut reveals the hand reconfigured again, its index finger now pointing stiffly and awkwardly forward. Simultaneously, a thin, dark crack appears between the statue's firm stone lips, gradually widening with each staccato frame, creating a profoundly unsettling illusion that the lifeless figure is struggling to part its lips and speak, imbuing the frame with an eerie tension and the aura of an ancient power.", + "seed": 26946, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_15/index_8366_seed_26946_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.32198801431804897, + "vlm_logprob": -0.32198801431804897, + "vlm_yes_no_margin": 2.349999988079071, + "vlm_token_credit": -0.32198801431804897, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31824642419815063 + ], + "opposite_logprob_tokens": [ + -1.3182463645935059 + ], + "logprob_reward": -0.31824642419815063, + "yes_no_margin_reward": 0.9999999403953552, + "token_credit_reward": -0.31824642419815063, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1501368135213852, + 0.1649157851934433, + 0.0746416375041008, + 0.05306082218885422, + 0.07885138690471649, + 0.081699900329113, + 0.15514101088047028, + 0.030774559825658798, + 0.09158343821763992, + 0.11919468641281128 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.31824642419815063 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331020124256611 + ], + "opposite_logprob_tokens": [ + -3.7733101844787598 + ], + "logprob_reward": -0.02331020124256611, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331020124256611, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13359414041042328, + 0.16208215057849884, + 0.05901455506682396, + 0.060756608843803406, + 0.06829800456762314, + 0.16118064522743225, + 0.09650499373674393, + 0.04986891150474548, + 0.10757084935903549, + 0.10112912207841873 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.02331020124256611 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.223597526550293 + ], + "opposite_logprob_tokens": [ + -0.34859752655029297 + ], + "logprob_reward": -1.223597526550293, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.223597526550293, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15159834921360016, + 0.0379139743745327, + 0.03412003442645073, + 0.031496431678533554, + 0.1306266188621521, + 0.08985386043787003, + 0.12559756636619568, + 0.1759905070066452, + 0.16130872070789337, + 0.061493925750255585 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -1.223597526550293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370870277285576 + ], + "opposite_logprob_tokens": [ + -3.4087088108062744 + ], + "logprob_reward": -0.03370870277285576, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370870277285576, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09435813874006271, + 0.07304917275905609, + 0.02974577248096466, + 0.061854682862758636, + 0.09980696439743042, + 0.15121445059776306, + 0.11106342077255249, + 0.1647389680147171, + 0.057449981570243835, + 0.15671853721141815 + ], + "top_frames": [ + 7, + 9, + 5 + ], + "selected_reward": -0.03370870277285576 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110772168263793 + ], + "opposite_logprob_tokens": [ + -4.511077404022217 + ], + "logprob_reward": -0.0110772168263793, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110772168263793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0679638683795929, + 0.07040542364120483, + 0.027445757761597633, + 0.070639967918396, + 0.057221364229917526, + 0.13611318171024323, + 0.12438255548477173, + 0.2668260633945465, + 0.13725736737251282, + 0.04174446687102318 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.0110772168263793 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, tight close-up focuses on the head and shoulders of a stoic, life-sized statue of a classical figure, carved from dark, weathered granite with age. It stands in a forgotten garden, the cool, dim light of dusk descending, casting long shadows across its form. The scene unfolds in an unsettling sequence of freeze-frames, each successive, jarring frame capturing an impossible movement. Initially, the statue's right hand is a solid, motionless fist, its stone veins accentuated. In the next abrupt cut, the hand unnaturally opens, fingers splayed in a silent, expressive gesture of alarm or warning. A third cut reveals the hand reconfigured again, its index finger now pointing stiffly and awkwardly forward. Simultaneously, a thin, dark crack appears between the statue's firm stone lips, gradually widening with each staccato frame, creating a profoundly unsettling illusion that the lifeless figure is struggling to part its lips and speak, imbuing the frame with an eerie tension and the aura of an ancient power.", + "seed": 26947, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_15/index_8366_seed_26947_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2172700747847557, + "vlm_logprob": -0.2172700747847557, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.2172700747847557, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.32148683071136475 + ], + "opposite_logprob_tokens": [ + -1.3214868307113647 + ], + "logprob_reward": -0.32148683071136475, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.32148683071136475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24996383488178253, + 0.191266268491745, + 0.04808089882135391, + 0.058493100106716156, + 0.037016354501247406, + 0.08897121995687485, + 0.06994088739156723, + 0.1757524013519287, + 0.05333121493458748, + 0.02718377113342285 + ], + "top_frames": [ + 0, + 1, + 7 + ], + "selected_reward": -0.32148683071136475 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006850093603134 + ], + "opposite_logprob_tokens": [ + -2.695068597793579 + ], + "logprob_reward": -0.07006850093603134, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006850093603134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17015886306762695, + 0.23712055385112762, + 0.0505920946598053, + 0.09166041016578674, + 0.05589444190263748, + 0.16972273588180542, + 0.1233602836728096, + 0.03877749666571617, + 0.03351464122533798, + 0.029198499396443367 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.07006850093603134 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233346223831177 + ], + "opposite_logprob_tokens": [ + -0.8983346223831177 + ], + "logprob_reward": -0.5233346223831177, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233346223831177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13359741866588593, + 0.26703256368637085, + 0.0635058656334877, + 0.08495441824197769, + 0.030660433694720268, + 0.07327771931886673, + 0.04466306418180466, + 0.07771331816911697, + 0.06848256289958954, + 0.15611259639263153 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.5233346223831177 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038119792938232 + ], + "opposite_logprob_tokens": [ + -1.9103811979293823 + ], + "logprob_reward": -0.16038119792938232, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038119792938232, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3699715733528137, + 0.19290891289710999, + 0.07546471059322357, + 0.0396263413131237, + 0.029037756845355034, + 0.0703265517950058, + 0.04351767897605896, + 0.06525052338838577, + 0.028885940089821815, + 0.08501001447439194 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.16038119792938232 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a life-sized statue of a classical figure carved from dark, weathered granite?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a forgotten garden with cool, dim dusk lighting casting long shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the video use a sequence of abrupt freeze-frames to show the statue's hand changing from a fist to an open gesture and then pointing forward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does a thin, dark crack appear between the statue's lips and gradually widen across the frames?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, tight close-up focusing on the head and shoulders of the statue?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011079221963882446 + ], + "opposite_logprob_tokens": [ + -4.51107931137085 + ], + "logprob_reward": -0.011079221963882446, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011079221963882446, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15653491020202637, + 0.4031214118003845, + 0.06520307809114456, + 0.06094743683934212, + 0.13224974274635315, + 0.07393354922533035, + 0.018620287999510765, + 0.025006888434290886, + 0.032428301870822906, + 0.03195436671376228 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.011079221963882446 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_2/index_tensor([6521, 6521])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_2/index_tensor([6521, 6521])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a6ce39eb334eb38c31dfb75c2753a3d27dca51c7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_2/index_tensor([6521, 6521])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The camera maintains a perfectly static, extreme close-up, focusing on the subject with clinical precision. The sharp, waxy tip of a charcoal-black eyebrow pencil rests vertically against a softly blurred, neutral background. Under intense, unseen heat from directly above, the matte, solid surface of the pencil's tapered tip begins to develop a subtle, oily sheen. This sheen rapidly intensifies as the solid wax structure visibly softens and begins to liquefy, melting the tip. Black pigment gathers at the base of the tip, relentlessly coalescing into a tiny bead of liquid that steadily and deliberately expands. It becomes a single, perfectly spherical drop of viscous dark liquid, suspended precariously, its surface taut and reflective, catching bright, mirrored highlights from the overhead light and creating a tense, mesmerizing atmosphere of suspended physical change.", + "seed": 21349, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_2/index_6521_seed_21349_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.028031907975673676, + "vlm_logprob": -0.028031907975673676, + "vlm_yes_no_margin": 3.825, + "vlm_token_credit": -0.028031907975673676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04767528921365738 + ], + "opposite_logprob_tokens": [ + -3.297675371170044 + ], + "logprob_reward": -0.04767528921365738, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04767528921365738, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21253985166549683, + 0.049729350954294205, + 0.024195123463869095, + 0.036452509462833405, + 0.14001962542533875, + 0.3910723626613617, + 0.0776655524969101, + 0.011086910963058472, + 0.009473714046180248, + 0.047764986753463745 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.04767528921365738 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309046268463135 + ], + "opposite_logprob_tokens": [ + -3.168090343475342 + ], + "logprob_reward": -0.04309046268463135, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309046268463135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10505905747413635, + 0.05003418028354645, + 0.013893640600144863, + 0.019187238067388535, + 0.1261184811592102, + 0.12774936854839325, + 0.2526805102825165, + 0.029708635061979294, + 0.04206240549683571, + 0.23350653052330017 + ], + "top_frames": [ + 6, + 9, + 5 + ], + "selected_reward": -0.04309046268463135 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009790142998099327 + ], + "opposite_logprob_tokens": [ + -4.634789943695068 + ], + "logprob_reward": -0.009790142998099327, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009790142998099327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1496172547340393, + 0.10159161686897278, + 0.09199719876050949, + 0.03986093029379845, + 0.34965938329696655, + 0.029543567448854446, + 0.04755831137299538, + 0.010777960531413555, + 0.027742598205804825, + 0.15165117383003235 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.009790142998099327 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029818223789334297 + ], + "opposite_logprob_tokens": [ + -3.529818296432495 + ], + "logprob_reward": -0.029818223789334297, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029818223789334297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.01705195941030979, + 0.014757245779037476, + 0.00949307531118393, + 0.010061834938824177, + 0.3434860110282898, + 0.05119352415204048, + 0.2835880517959595, + 0.01901550590991974, + 0.01088957954198122, + 0.24046312272548676 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.029818223789334297 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785421192646027 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785421192646027, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785421192646027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1014580950140953, + 0.06125812605023384, + 0.024715328589081764, + 0.028615066781640053, + 0.15681256353855133, + 0.13853828608989716, + 0.16647186875343323, + 0.04501616582274437, + 0.02213781140744686, + 0.25497666001319885 + ], + "top_frames": [ + 9, + 6, + 4 + ], + "selected_reward": -0.009785421192646027 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera maintains a perfectly static, extreme close-up, focusing on the subject with clinical precision. The sharp, waxy tip of a charcoal-black eyebrow pencil rests vertically against a softly blurred, neutral background. Under intense, unseen heat from directly above, the matte, solid surface of the pencil's tapered tip begins to develop a subtle, oily sheen. This sheen rapidly intensifies as the solid wax structure visibly softens and begins to liquefy, melting the tip. Black pigment gathers at the base of the tip, relentlessly coalescing into a tiny bead of liquid that steadily and deliberately expands. It becomes a single, perfectly spherical drop of viscous dark liquid, suspended precariously, its surface taut and reflective, catching bright, mirrored highlights from the overhead light and creating a tense, mesmerizing atmosphere of suspended physical change.", + "seed": 21350, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_2/index_6521_seed_21350_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.018420709879137576, + "vlm_logprob": -0.018420709879137576, + "vlm_yes_no_margin": 5.1, + "vlm_token_credit": -0.018420709879137576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07397473603487015 + ], + "opposite_logprob_tokens": [ + -2.698974847793579 + ], + "logprob_reward": -0.07397473603487015, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07397473603487015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07239750772714615, + 0.06621450185775757, + 0.1031835600733757, + 0.16877608001232147, + 0.17988178133964539, + 0.09312912821769714, + 0.19742164015769958, + 0.03511008247733116, + 0.04273930937051773, + 0.04114643111824989 + ], + "top_frames": [ + 6, + 4, + 3 + ], + "selected_reward": -0.07397473603487015 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011104097589850426 + ], + "opposite_logprob_tokens": [ + -4.511104106903076 + ], + "logprob_reward": -0.011104097589850426, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011104097589850426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13789542019367218, + 0.05720312520861626, + 0.06644129008054733, + 0.13481539487838745, + 0.14341263473033905, + 0.17878755927085876, + 0.09661787748336792, + 0.054428718984127045, + 0.05359936133027077, + 0.07679854333400726 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.011104097589850426 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491348423063755 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.002491348423063755, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491348423063755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23087632656097412, + 0.038380227982997894, + 0.07057934999465942, + 0.04839564114809036, + 0.25412803888320923, + 0.19658225774765015, + 0.05708707496523857, + 0.024474559351801872, + 0.028499146923422813, + 0.05099743232131004 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.002491348423063755 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013396107824519277 + ], + "opposite_logprob_tokens": [ + -6.626339435577393 + ], + "logprob_reward": -0.0013396107824519277, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013396107824519277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10287740081548691, + 0.03764747828245163, + 0.07042381912469864, + 0.27424731850624084, + 0.17116300761699677, + 0.05135907605290413, + 0.13217739760875702, + 0.04880969226360321, + 0.07198125123977661, + 0.03931346908211708 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.0013396107824519277 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003193756565451622 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.003193756565451622, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003193756565451622, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06573288887739182, + 0.04758124053478241, + 0.03533877804875374, + 0.16115731000900269, + 0.14731332659721375, + 0.10262956470251083, + 0.14471907913684845, + 0.13041403889656067, + 0.07769448310136795, + 0.087419293820858 + ], + "top_frames": [ + 3, + 4, + 6 + ], + "selected_reward": -0.003193756565451622 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera maintains a perfectly static, extreme close-up, focusing on the subject with clinical precision. The sharp, waxy tip of a charcoal-black eyebrow pencil rests vertically against a softly blurred, neutral background. Under intense, unseen heat from directly above, the matte, solid surface of the pencil's tapered tip begins to develop a subtle, oily sheen. This sheen rapidly intensifies as the solid wax structure visibly softens and begins to liquefy, melting the tip. Black pigment gathers at the base of the tip, relentlessly coalescing into a tiny bead of liquid that steadily and deliberately expands. It becomes a single, perfectly spherical drop of viscous dark liquid, suspended precariously, its surface taut and reflective, catching bright, mirrored highlights from the overhead light and creating a tense, mesmerizing atmosphere of suspended physical change.", + "seed": 21351, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_2/index_6521_seed_21351_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013167481543496251, + "vlm_logprob": -0.013167481543496251, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.013167481543496251, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03485889360308647 + ], + "opposite_logprob_tokens": [ + -3.6598589420318604 + ], + "logprob_reward": -0.03485889360308647, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03485889360308647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15323799848556519, + 0.11175305396318436, + 0.0900610089302063, + 0.06763870269060135, + 0.2928364872932434, + 0.09115757793188095, + 0.03666532412171364, + 0.05911259353160858, + 0.0648733526468277, + 0.03266393765807152 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.03485889360308647 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821165345609188 + ], + "opposite_logprob_tokens": [ + -4.018211841583252 + ], + "logprob_reward": -0.01821165345609188, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821165345609188, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.180396169424057, + 0.07842473685741425, + 0.09798160940408707, + 0.0890873521566391, + 0.061187297105789185, + 0.05150135979056358, + 0.0568050816655159, + 0.1102309450507164, + 0.20723511278629303, + 0.06715032458305359 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.01821165345609188 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954266060143709 + ], + "opposite_logprob_tokens": [ + -5.130954265594482 + ], + "logprob_reward": -0.005954266060143709, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954266060143709, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0911870077252388, + 0.23591449856758118, + 0.22198815643787384, + 0.0646696612238884, + 0.08906081318855286, + 0.056773897260427475, + 0.05035710707306862, + 0.0195218063890934, + 0.04886477068066597, + 0.12166225165128708 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.005954266060143709 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031960143242031336 + ], + "opposite_logprob_tokens": [ + -5.7531962394714355 + ], + "logprob_reward": -0.0031960143242031336, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031960143242031336, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10907427966594696, + 0.05455854535102844, + 0.031577032059431076, + 0.12938131392002106, + 0.0865311399102211, + 0.06351210922002792, + 0.04917536675930023, + 0.0826280489563942, + 0.252070814371109, + 0.14149132370948792 + ], + "top_frames": [ + 8, + 9, + 3 + ], + "selected_reward": -0.0031960143242031336 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036165802739560604 + ], + "opposite_logprob_tokens": [ + -5.628616809844971 + ], + "logprob_reward": -0.0036165802739560604, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036165802739560604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0937238410115242, + 0.0338936522603035, + 0.02290005423128605, + 0.09703687578439713, + 0.07260798662900925, + 0.04707080498337746, + 0.09894956648349762, + 0.037436481565237045, + 0.12715204060077667, + 0.3692287802696228 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.0036165802739560604 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The camera maintains a perfectly static, extreme close-up, focusing on the subject with clinical precision. The sharp, waxy tip of a charcoal-black eyebrow pencil rests vertically against a softly blurred, neutral background. Under intense, unseen heat from directly above, the matte, solid surface of the pencil's tapered tip begins to develop a subtle, oily sheen. This sheen rapidly intensifies as the solid wax structure visibly softens and begins to liquefy, melting the tip. Black pigment gathers at the base of the tip, relentlessly coalescing into a tiny bead of liquid that steadily and deliberately expands. It becomes a single, perfectly spherical drop of viscous dark liquid, suspended precariously, its surface taut and reflective, catching bright, mirrored highlights from the overhead light and creating a tense, mesmerizing atmosphere of suspended physical change.", + "seed": 21352, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_2/index_6521_seed_21352_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018231826834380627, + "vlm_logprob": -0.018231826834380627, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.018231826834380627, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015257081016898155 + ], + "opposite_logprob_tokens": [ + -4.890256881713867 + ], + "logprob_reward": -0.015257081016898155, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.015257081016898155, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1441686749458313, + 0.02700761891901493, + 0.04954896494746208, + 0.03125329315662384, + 0.42400598526000977, + 0.05565415322780609, + 0.027757957577705383, + 0.041051123291254044, + 0.12779450416564941, + 0.07175770401954651 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.015257081016898155 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331765554845333 + ], + "opposite_logprob_tokens": [ + -3.773317575454712 + ], + "logprob_reward": -0.02331765554845333, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331765554845333, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14094631373882294, + 0.07130439579486847, + 0.03431890904903412, + 0.04434854909777641, + 0.25077012181282043, + 0.18439148366451263, + 0.018625007942318916, + 0.06600701063871384, + 0.10076167434453964, + 0.08852654695510864 + ], + "top_frames": [ + 4, + 5, + 0 + ], + "selected_reward": -0.02331765554845333 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018205096945166588 + ], + "opposite_logprob_tokens": [ + -4.018205165863037 + ], + "logprob_reward": -0.018205096945166588, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018205096945166588, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20145481824874878, + 0.05764048919081688, + 0.04278605058789253, + 0.07378401607275009, + 0.17867787182331085, + 0.10186061263084412, + 0.014322973787784576, + 0.14326775074005127, + 0.10449713468551636, + 0.08170828968286514 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.018205096945166588 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329937182366848 + ], + "opposite_logprob_tokens": [ + -3.7732994556427 + ], + "logprob_reward": -0.02329937182366848, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329937182366848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20656080543994904, + 0.020242923870682716, + 0.04284556582570076, + 0.02501855418086052, + 0.33363956212997437, + 0.0606708861887455, + 0.034187931567430496, + 0.029922232031822205, + 0.15669216215610504, + 0.0902194231748581 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.02329937182366848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an extreme close-up with a static position?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a charcoal-black eyebrow pencil with a waxy tip?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background softly blurred and neutral in color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the pencil tip visibly melt, soften, and form a spherical drop of liquid?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the liquid drop perfectly spherical with a reflective surface catching bright highlights?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107992883771658 + ], + "opposite_logprob_tokens": [ + -4.511079788208008 + ], + "logprob_reward": -0.01107992883771658, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107992883771658, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2252216339111328, + 0.036638155579566956, + 0.020420311018824577, + 0.016703501343727112, + 0.3327922523021698, + 0.13211320340633392, + 0.013926469720900059, + 0.03401808440685272, + 0.08042827248573303, + 0.10773809254169464 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.01107992883771658 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_3/index_tensor([8308, 8308])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_3/index_tensor([8308, 8308])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..164f59ed74df3c4b376830ca8cc53e3a0eef6ea0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_3/index_tensor([8308, 8308])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a close-up shot, taken from a slightly overhead angle, the camera remains still, capturing an image imbued with a classical aesthetic of light and shadow. A pair of slender, bony hands, each with a smooth, precise movement, focussed on the subject. These hands gently grip an assault rifle, its barrel made of a unique metal alloy and coated with a mother-of-pearl-like coating. Under the soft, focused, Rembrandt-like light streaming in from the side of the frame, it takes on the iridescent luster of a dawn sky, a captivating shimmer of pale pink, light blue, and subtle gold. One hand steadily holds the rifle, while the other carefully grasps an equally iridescent magazine and, with steady, deliberate force, precisely pushes it into the magazine well. The entire process is as fluid as flowing water, without a single wasted movement. Together, these hands and the cold gun form a rhythmic, elegant S-curve extending from wrist to barrel. Deep shadows subtly outline the subtle undulations of muscle and the cool contours of metal. The entire scene's tones strike a perfect balance between warm highlights and deep shadows, creating an atmosphere of intense focus, tranquility, and almost ritualistic sacredness, seamlessly blending the aesthetics of violence with the elegance of classical art.", + "seed": 24950, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_3/index_8308_seed_24950_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2377189915627241, + "vlm_logprob": -0.2377189915627241, + "vlm_yes_no_margin": 2.375, + "vlm_token_credit": -0.2377189915627241, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03724604472517967 + ], + "opposite_logprob_tokens": [ + -3.412245988845825 + ], + "logprob_reward": -0.03724604472517967, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03724604472517967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2693854868412018, + 0.13148385286331177, + 0.12018653750419617, + 0.05283807963132858, + 0.0753568485379219, + 0.09375882893800735, + 0.07506003230810165, + 0.04205510765314102, + 0.028581121936440468, + 0.11129407584667206 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.03724604472517967 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989932000637054 + ], + "opposite_logprob_tokens": [ + -1.8048993349075317 + ], + "logprob_reward": -0.17989932000637054, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989932000637054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2045520842075348, + 0.09658617526292801, + 0.09281154721975327, + 0.047386039048433304, + 0.057289231568574905, + 0.09011094272136688, + 0.0700145959854126, + 0.06778758019208908, + 0.11809565871953964, + 0.15536609292030334 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.17989932000637054 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107768900692463 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107768900692463, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107768900692463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2274763137102127, + 0.3043482303619385, + 0.14218316972255707, + 0.10033312439918518, + 0.052698373794555664, + 0.04071524366736412, + 0.030193988233804703, + 0.024851014837622643, + 0.031574610620737076, + 0.04562592878937721 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.01107768900692463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203674525022507 + ], + "opposite_logprob_tokens": [ + -2.8120367527008057 + ], + "logprob_reward": -0.06203674525022507, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203674525022507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12762326002120972, + 0.08508750051259995, + 0.11963097006082535, + 0.16449862718582153, + 0.08926204591989517, + 0.1363259106874466, + 0.0945025086402893, + 0.06043173372745514, + 0.048828620463609695, + 0.07380881160497665 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.06203674525022507 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983351588249207 + ], + "opposite_logprob_tokens": [ + -0.5233351588249207 + ], + "logprob_reward": -0.8983351588249207, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983351588249207, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.18625988066196442, + 0.1361924409866333, + 0.11184070259332657, + 0.10497113317251205, + 0.08509116619825363, + 0.19636444747447968, + 0.08279275894165039, + 0.024078091606497765, + 0.021618016064167023, + 0.05079140514135361 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.8983351588249207 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a close-up shot, taken from a slightly overhead angle, the camera remains still, capturing an image imbued with a classical aesthetic of light and shadow. A pair of slender, bony hands, each with a smooth, precise movement, focussed on the subject. These hands gently grip an assault rifle, its barrel made of a unique metal alloy and coated with a mother-of-pearl-like coating. Under the soft, focused, Rembrandt-like light streaming in from the side of the frame, it takes on the iridescent luster of a dawn sky, a captivating shimmer of pale pink, light blue, and subtle gold. One hand steadily holds the rifle, while the other carefully grasps an equally iridescent magazine and, with steady, deliberate force, precisely pushes it into the magazine well. The entire process is as fluid as flowing water, without a single wasted movement. Together, these hands and the cold gun form a rhythmic, elegant S-curve extending from wrist to barrel. Deep shadows subtly outline the subtle undulations of muscle and the cool contours of metal. The entire scene's tones strike a perfect balance between warm highlights and deep shadows, creating an atmosphere of intense focus, tranquility, and almost ritualistic sacredness, seamlessly blending the aesthetics of violence with the elegance of classical art.", + "seed": 24951, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_3/index_8308_seed_24951_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.3903680285438895, + "vlm_logprob": -0.3903680285438895, + "vlm_yes_no_margin": 2.525, + "vlm_token_credit": -0.3903680285438895, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018859708681702614 + ], + "opposite_logprob_tokens": [ + -4.14385986328125 + ], + "logprob_reward": -0.018859708681702614, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.018859708681702614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2715854346752167, + 0.1206272765994072, + 0.08219648897647858, + 0.033909883350133896, + 0.05153859406709671, + 0.0423097237944603, + 0.027630269527435303, + 0.049901146441698074, + 0.03766893967986107, + 0.2826322317123413 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.018859708681702614 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054992660880088806 + ], + "opposite_logprob_tokens": [ + -2.92999267578125 + ], + "logprob_reward": -0.054992660880088806, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054992660880088806, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23802506923675537, + 0.230290949344635, + 0.06428621709346771, + 0.048967961221933365, + 0.04718566685914993, + 0.05689527094364166, + 0.038927722722291946, + 0.048365142196416855, + 0.04634803161025047, + 0.18070797622203827 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.054992660880088806 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082404293119907 + ], + "opposite_logprob_tokens": [ + -4.511082172393799 + ], + "logprob_reward": -0.011082404293119907, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082404293119907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34327515959739685, + 0.12789495289325714, + 0.10729382932186127, + 0.05488947033882141, + 0.02185085043311119, + 0.04678953066468239, + 0.030181800946593285, + 0.07090071588754654, + 0.03627396374940872, + 0.16064977645874023 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.011082404293119907 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062045373022556305 + ], + "opposite_logprob_tokens": [ + -2.8120453357696533 + ], + "logprob_reward": -0.062045373022556305, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062045373022556305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17908655107021332, + 0.05508996546268463, + 0.058652304112911224, + 0.06301391869783401, + 0.0657888650894165, + 0.05543796718120575, + 0.047711554914712906, + 0.14375059306621552, + 0.22072137892246246, + 0.11074696481227875 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.062045373022556305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.80485999584198 + ], + "opposite_logprob_tokens": [ + -0.1798599809408188 + ], + "logprob_reward": -1.80485999584198, + "yes_no_margin_reward": -1.625, + "token_credit_reward": -1.80485999584198, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.14588312804698944, + 0.3133697509765625, + 0.06397632509469986, + 0.040444161742925644, + 0.035663407295942307, + 0.021464258432388306, + 0.035951510071754456, + 0.09020671248435974, + 0.12786038219928741, + 0.12518033385276794 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -1.80485999584198 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a close-up shot, taken from a slightly overhead angle, the camera remains still, capturing an image imbued with a classical aesthetic of light and shadow. A pair of slender, bony hands, each with a smooth, precise movement, focussed on the subject. These hands gently grip an assault rifle, its barrel made of a unique metal alloy and coated with a mother-of-pearl-like coating. Under the soft, focused, Rembrandt-like light streaming in from the side of the frame, it takes on the iridescent luster of a dawn sky, a captivating shimmer of pale pink, light blue, and subtle gold. One hand steadily holds the rifle, while the other carefully grasps an equally iridescent magazine and, with steady, deliberate force, precisely pushes it into the magazine well. The entire process is as fluid as flowing water, without a single wasted movement. Together, these hands and the cold gun form a rhythmic, elegant S-curve extending from wrist to barrel. Deep shadows subtly outline the subtle undulations of muscle and the cool contours of metal. The entire scene's tones strike a perfect balance between warm highlights and deep shadows, creating an atmosphere of intense focus, tranquility, and almost ritualistic sacredness, seamlessly blending the aesthetics of violence with the elegance of classical art.", + "seed": 24952, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_3/index_8308_seed_24952_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.3894846836104989, + "vlm_logprob": -0.3894846836104989, + "vlm_yes_no_margin": 2.275, + "vlm_token_credit": -0.3894846836104989, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01112979743629694 + ], + "opposite_logprob_tokens": [ + -4.761129856109619 + ], + "logprob_reward": -0.01112979743629694, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.01112979743629694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.36410924792289734, + 0.02323182113468647, + 0.03831690922379494, + 0.18150003254413605, + 0.020016660913825035, + 0.05490689352154732, + 0.05927909165620804, + 0.04655574634671211, + 0.036145199090242386, + 0.1759384274482727 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.01112979743629694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14287403225898743 + ], + "opposite_logprob_tokens": [ + -2.017874002456665 + ], + "logprob_reward": -0.14287403225898743, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14287403225898743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3609697222709656, + 0.027954263612627983, + 0.05441475659608841, + 0.1597181111574173, + 0.030557509511709213, + 0.046460047364234924, + 0.21520747244358063, + 0.03302089124917984, + 0.04039615020155907, + 0.03130100667476654 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.14287403225898743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982516586780548 + ], + "opposite_logprob_tokens": [ + -3.529825210571289 + ], + "logprob_reward": -0.02982516586780548, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982516586780548, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23833352327346802, + 0.04236815124750137, + 0.07673957198858261, + 0.17495675384998322, + 0.038383688777685165, + 0.03236769512295723, + 0.13708537817001343, + 0.042207762598991394, + 0.1339532434940338, + 0.08360423892736435 + ], + "top_frames": [ + 0, + 3, + 6 + ], + "selected_reward": -0.02982516586780548 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205657497048378 + ], + "opposite_logprob_tokens": [ + -2.812056541442871 + ], + "logprob_reward": -0.06205657497048378, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205657497048378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1432766318321228, + 0.026341455057263374, + 0.04240468144416809, + 0.2623739242553711, + 0.0643780454993248, + 0.05767060071229935, + 0.22630667686462402, + 0.10476475954055786, + 0.04248017817735672, + 0.030003057792782784 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.06205657497048378 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.701537847518921 + ], + "opposite_logprob_tokens": [ + -0.2015378773212433 + ], + "logprob_reward": -1.701537847518921, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.701537847518921, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.27562710642814636, + 0.04157795384526253, + 0.019867634400725365, + 0.06776922196149826, + 0.059276532381772995, + 0.012692976742982864, + 0.27906033396720886, + 0.15018512308597565, + 0.026071440428495407, + 0.06787166744470596 + ], + "top_frames": [ + 6, + 0, + 7 + ], + "selected_reward": -1.701537847518921 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "In a close-up shot, taken from a slightly overhead angle, the camera remains still, capturing an image imbued with a classical aesthetic of light and shadow. A pair of slender, bony hands, each with a smooth, precise movement, focussed on the subject. These hands gently grip an assault rifle, its barrel made of a unique metal alloy and coated with a mother-of-pearl-like coating. Under the soft, focused, Rembrandt-like light streaming in from the side of the frame, it takes on the iridescent luster of a dawn sky, a captivating shimmer of pale pink, light blue, and subtle gold. One hand steadily holds the rifle, while the other carefully grasps an equally iridescent magazine and, with steady, deliberate force, precisely pushes it into the magazine well. The entire process is as fluid as flowing water, without a single wasted movement. Together, these hands and the cold gun form a rhythmic, elegant S-curve extending from wrist to barrel. Deep shadows subtly outline the subtle undulations of muscle and the cool contours of metal. The entire scene's tones strike a perfect balance between warm highlights and deep shadows, creating an atmosphere of intense focus, tranquility, and almost ritualistic sacredness, seamlessly blending the aesthetics of violence with the elegance of classical art.", + "seed": 24953, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_3/index_8308_seed_24953_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.31724138706922533, + "vlm_logprob": -0.31724138706922533, + "vlm_yes_no_margin": 1.375, + "vlm_token_credit": -0.31724138706922533, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11592153459787369 + ], + "opposite_logprob_tokens": [ + -2.2409214973449707 + ], + "logprob_reward": -0.11592153459787369, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11592153459787369, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32510408759117126, + 0.10942607372999191, + 0.138118714094162, + 0.053614407777786255, + 0.03783893957734108, + 0.021973121911287308, + 0.07403771579265594, + 0.10538065433502197, + 0.04083813354372978, + 0.09366815537214279 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.11592153459787369 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5762004852294922 + ], + "opposite_logprob_tokens": [ + -0.8262004852294922 + ], + "logprob_reward": -0.5762004852294922, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5762004852294922, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4462920129299164, + 0.10453388094902039, + 0.208499938249588, + 0.06098490580916405, + 0.011347449384629726, + 0.025844911113381386, + 0.047832779586315155, + 0.027617868036031723, + 0.01419976819306612, + 0.05284645035862923 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.5762004852294922 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10034579783678055 + ], + "opposite_logprob_tokens": [ + -2.3503458499908447 + ], + "logprob_reward": -0.10034579783678055, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10034579783678055, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10353799909353256, + 0.0452113077044487, + 0.5113996863365173, + 0.10342684388160706, + 0.014881218783557415, + 0.019133737310767174, + 0.06893125176429749, + 0.05302341282367706, + 0.03965000808238983, + 0.04080459475517273 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.10034579783678055 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10036186128854752 + ], + "opposite_logprob_tokens": [ + -2.3503618240356445 + ], + "logprob_reward": -0.10036186128854752, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10036186128854752, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1468885987997055, + 0.07646714150905609, + 0.21985526382923126, + 0.23699909448623657, + 0.043741624802351, + 0.03166540712118149, + 0.06442432105541229, + 0.025594035163521767, + 0.05030041188001633, + 0.10406410694122314 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.10036186128854752 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from a slightly overhead angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are two slender, bony hands visible gripping an assault rifle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the rifle barrel coated with a mother-of-pearl-like material showing pale pink, light blue, and gold iridescence?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does one hand push an iridescent magazine into the rifle's magazine well?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera remain still throughout the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933772563934326 + ], + "opposite_logprob_tokens": [ + -0.6933772563934326 + ], + "logprob_reward": -0.6933772563934326, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933772563934326, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07202587276697159, + 0.10642974823713303, + 0.13967391848564148, + 0.17773903906345367, + 0.0917196124792099, + 0.09100934863090515, + 0.0294391680508852, + 0.065748430788517, + 0.09119482338428497, + 0.13502001762390137 + ], + "top_frames": [ + 3, + 2, + 9 + ], + "selected_reward": -0.6933772563934326 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_4/index_tensor([8057, 8057])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_4/index_tensor([8057, 8057])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..21b09ee97b5e76f3750c663bad0bcad590ddd665 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_4/index_tensor([8057, 8057])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle shot, resembling a bird's-eye view, captures the beautifully arranged array of fresh ingredients on a rustic, dark wooden table. The table's surface bears witness to its history, with faint knife marks and deeply defined veins visible under the soft, directed light from an unseen window on the left. In the center, a small, loosely clustered pile of vibrant orange carrots, some still retaining their feathery green tops, sits beside two whole yellow onions, their dry, papery skins delicately peeling against the wood. Nearby, a whole head of garlic, its white, papery cloves tightly clustered together, is surrounded by a few individual cloves, seemingly freshly broken off. Fresh, dark green rosemary and a small, rough-hewn ceramic bowl filled with black peppercorns balance the composition. The soft light casts gentle, elongated shadows, highlighting the smooth skin of the carrots, the wrinkled onion skin, and the rough texture of the wood. The scene's color palette is warm and earthy, dominated by browns, oranges, and whites, creating a tranquil and focused atmosphere for culinary preparation.", + "seed": 11104, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_4/index_8057_seed_11104_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03284511361271143, + "vlm_logprob": -0.03284511361271143, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.03284511361271143, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06256318837404251 + ], + "opposite_logprob_tokens": [ + -2.812563180923462 + ], + "logprob_reward": -0.06256318837404251, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06256318837404251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14175614714622498, + 0.07301017642021179, + 0.08362426608800888, + 0.08118146657943726, + 0.237458735704422, + 0.0498729906976223, + 0.14658412337303162, + 0.06777933984994888, + 0.07686910778284073, + 0.041863664984703064 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.06256318837404251 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026349445804953575 + ], + "opposite_logprob_tokens": [ + -3.6513495445251465 + ], + "logprob_reward": -0.026349445804953575, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026349445804953575, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3018597662448883, + 0.24027855694293976, + 0.026160644367337227, + 0.0586671456694603, + 0.15334348380565643, + 0.02770605869591236, + 0.025896910578012466, + 0.05189161375164986, + 0.06744357198476791, + 0.04675222560763359 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.026349445804953575 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028211576864123344 + ], + "opposite_logprob_tokens": [ + -5.87782096862793 + ], + "logprob_reward": -0.0028211576864123344, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028211576864123344, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20204181969165802, + 0.09609746932983398, + 0.09241945296525955, + 0.09814511239528656, + 0.05786706134676933, + 0.05842825025320053, + 0.19521930813789368, + 0.06066269800066948, + 0.07085245102643967, + 0.06826633960008621 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0028211576864123344 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024871863424777985 + ], + "opposite_logprob_tokens": [ + -6.0024871826171875 + ], + "logprob_reward": -0.0024871863424777985, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024871863424777985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22919560968875885, + 0.05602533370256424, + 0.15992842614650726, + 0.040425077080726624, + 0.03854278102517128, + 0.036622531712055206, + 0.06262675672769547, + 0.10951612889766693, + 0.12778286635875702, + 0.13933447003364563 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.0024871863424777985 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000458985567093 + ], + "opposite_logprob_tokens": [ + -2.69500470161438 + ], + "logprob_reward": -0.07000458985567093, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000458985567093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3563966155052185, + 0.049366097897291183, + 0.03903768211603165, + 0.07974429428577423, + 0.12898121774196625, + 0.08401743322610855, + 0.08365414291620255, + 0.05547935515642166, + 0.05066299811005592, + 0.07266013324260712 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07000458985567093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle shot, resembling a bird's-eye view, captures the beautifully arranged array of fresh ingredients on a rustic, dark wooden table. The table's surface bears witness to its history, with faint knife marks and deeply defined veins visible under the soft, directed light from an unseen window on the left. In the center, a small, loosely clustered pile of vibrant orange carrots, some still retaining their feathery green tops, sits beside two whole yellow onions, their dry, papery skins delicately peeling against the wood. Nearby, a whole head of garlic, its white, papery cloves tightly clustered together, is surrounded by a few individual cloves, seemingly freshly broken off. Fresh, dark green rosemary and a small, rough-hewn ceramic bowl filled with black peppercorns balance the composition. The soft light casts gentle, elongated shadows, highlighting the smooth skin of the carrots, the wrinkled onion skin, and the rough texture of the wood. The scene's color palette is warm and earthy, dominated by browns, oranges, and whites, creating a tranquil and focused atmosphere for culinary preparation.", + "seed": 11105, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_4/index_8057_seed_11105_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019844040181487797, + "vlm_logprob": -0.019844040181487797, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.019844040181487797, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055410273373126984 + ], + "opposite_logprob_tokens": [ + -2.930410385131836 + ], + "logprob_reward": -0.055410273373126984, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055410273373126984, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2832977771759033, + 0.17658841609954834, + 0.05742456763982773, + 0.06746731698513031, + 0.15580254793167114, + 0.11079806834459305, + 0.08961853384971619, + 0.025138750672340393, + 0.015447745099663734, + 0.01841631531715393 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.055410273373126984 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005953436251729727 + ], + "opposite_logprob_tokens": [ + -5.130953311920166 + ], + "logprob_reward": -0.005953436251729727, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005953436251729727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30483782291412354, + 0.06478729099035263, + 0.0494764968752861, + 0.044697701930999756, + 0.3411043882369995, + 0.050339728593826294, + 0.03689398989081383, + 0.04377036169171333, + 0.018334321677684784, + 0.045757852494716644 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.005953436251729727 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028198501095175743 + ], + "opposite_logprob_tokens": [ + -5.877820014953613 + ], + "logprob_reward": -0.0028198501095175743, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028198501095175743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17057457566261292, + 0.10226926952600479, + 0.05427221953868866, + 0.08078435808420181, + 0.20570702850818634, + 0.11797735095024109, + 0.10346788167953491, + 0.09317222237586975, + 0.030314050614833832, + 0.0414610281586647 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.0028198501095175743 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250236950814724 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250236950814724, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250236950814724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1411575824022293, + 0.0185118205845356, + 0.05000721663236618, + 0.032307785004377365, + 0.566909909248352, + 0.060153502970933914, + 0.022759122774004936, + 0.07147802412509918, + 0.0187186598777771, + 0.01799643225967884 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.005250236950814724 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029786404222249985 + ], + "opposite_logprob_tokens": [ + -3.5297863483428955 + ], + "logprob_reward": -0.029786404222249985, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029786404222249985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3159732222557068, + 0.07782206684350967, + 0.06513429433107376, + 0.031536709517240524, + 0.18049930036067963, + 0.20163951814174652, + 0.03318746015429497, + 0.0518551841378212, + 0.024615131318569183, + 0.017737124115228653 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.029786404222249985 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle shot, resembling a bird's-eye view, captures the beautifully arranged array of fresh ingredients on a rustic, dark wooden table. The table's surface bears witness to its history, with faint knife marks and deeply defined veins visible under the soft, directed light from an unseen window on the left. In the center, a small, loosely clustered pile of vibrant orange carrots, some still retaining their feathery green tops, sits beside two whole yellow onions, their dry, papery skins delicately peeling against the wood. Nearby, a whole head of garlic, its white, papery cloves tightly clustered together, is surrounded by a few individual cloves, seemingly freshly broken off. Fresh, dark green rosemary and a small, rough-hewn ceramic bowl filled with black peppercorns balance the composition. The soft light casts gentle, elongated shadows, highlighting the smooth skin of the carrots, the wrinkled onion skin, and the rough texture of the wood. The scene's color palette is warm and earthy, dominated by browns, oranges, and whites, creating a tranquil and focused atmosphere for culinary preparation.", + "seed": 11106, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_4/index_8057_seed_11106_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13937194580212237, + "vlm_logprob": -0.13937194580212237, + "vlm_yes_no_margin": 3.724999952316284, + "vlm_token_credit": -0.13937194580212237, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6332898139953613 + ], + "opposite_logprob_tokens": [ + -0.7582898139953613 + ], + "logprob_reward": -0.6332898139953613, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6332898139953613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3046227991580963, + 0.031114496290683746, + 0.10127324610948563, + 0.03749992698431015, + 0.13686321675777435, + 0.07155614346265793, + 0.03697037696838379, + 0.07314393669366837, + 0.07299689203500748, + 0.13395890593528748 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.6332898139953613 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193859606981277 + ], + "opposite_logprob_tokens": [ + -4.01819372177124 + ], + "logprob_reward": -0.018193859606981277, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018193859606981277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2168964445590973, + 0.26172521710395813, + 0.049924660474061966, + 0.21622638404369354, + 0.03930182009935379, + 0.04253527522087097, + 0.028429904952645302, + 0.06540776789188385, + 0.05392071232199669, + 0.025631802156567574 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.018193859606981277 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097638186067343 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097638186067343, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097638186067343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12543350458145142, + 0.13631297647953033, + 0.142783522605896, + 0.038439929485321045, + 0.04944761469960213, + 0.11496571451425552, + 0.0571499764919281, + 0.13609203696250916, + 0.053583014756441116, + 0.145791694521904 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.004097638186067343 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003189953975379467 + ], + "opposite_logprob_tokens": [ + -5.753190040588379 + ], + "logprob_reward": -0.003189953975379467, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003189953975379467, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08341976255178452, + 0.04808749631047249, + 0.08386774361133575, + 0.02278660424053669, + 0.08188267797231674, + 0.054365724325180054, + 0.13599063456058502, + 0.12565264105796814, + 0.18873187899589539, + 0.17521482706069946 + ], + "top_frames": [ + 8, + 9, + 6 + ], + "selected_reward": -0.003189953975379467 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808846324682236 + ], + "opposite_logprob_tokens": [ + -3.28808856010437 + ], + "logprob_reward": -0.03808846324682236, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808846324682236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17855341732501984, + 0.030538858845829964, + 0.06617258489131927, + 0.12565943598747253, + 0.1767669916152954, + 0.08602980524301529, + 0.03676282614469528, + 0.16143201291561127, + 0.06324572116136551, + 0.07483834773302078 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.03808846324682236 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle shot, resembling a bird's-eye view, captures the beautifully arranged array of fresh ingredients on a rustic, dark wooden table. The table's surface bears witness to its history, with faint knife marks and deeply defined veins visible under the soft, directed light from an unseen window on the left. In the center, a small, loosely clustered pile of vibrant orange carrots, some still retaining their feathery green tops, sits beside two whole yellow onions, their dry, papery skins delicately peeling against the wood. Nearby, a whole head of garlic, its white, papery cloves tightly clustered together, is surrounded by a few individual cloves, seemingly freshly broken off. Fresh, dark green rosemary and a small, rough-hewn ceramic bowl filled with black peppercorns balance the composition. The soft light casts gentle, elongated shadows, highlighting the smooth skin of the carrots, the wrinkled onion skin, and the rough texture of the wood. The scene's color palette is warm and earthy, dominated by browns, oranges, and whites, creating a tranquil and focused atmosphere for culinary preparation.", + "seed": 11107, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_4/index_8057_seed_11107_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06402780320495367, + "vlm_logprob": -0.06402780320495367, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.06402780320495367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.252735435962677 + ], + "opposite_logprob_tokens": [ + -1.5027353763580322 + ], + "logprob_reward": -0.252735435962677, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.252735435962677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1375522017478943, + 0.0540991835296154, + 0.031275760382413864, + 0.585410475730896, + 0.037921417504549026, + 0.02558140456676483, + 0.046819187700748444, + 0.029615368694067, + 0.019787173718214035, + 0.03193783760070801 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.252735435962677 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330007031559944 + ], + "opposite_logprob_tokens": [ + -3.7733001708984375 + ], + "logprob_reward": -0.02330007031559944, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330007031559944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2909073829650879, + 0.03713811933994293, + 0.022610535845160484, + 0.26747748255729675, + 0.05843101814389229, + 0.028288569301366806, + 0.08256874233484268, + 0.09340653568506241, + 0.0904361754655838, + 0.02873547375202179 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.02330007031559944 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002821038942784071 + ], + "opposite_logprob_tokens": [ + -5.87782096862793 + ], + "logprob_reward": -0.002821038942784071, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002821038942784071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2865978479385376, + 0.0618712492287159, + 0.060497868806123734, + 0.10953941941261292, + 0.05809224024415016, + 0.07233182340860367, + 0.15657472610473633, + 0.05914198234677315, + 0.06664816290140152, + 0.06870462745428085 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.002821038942784071 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191023599356413 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.003191023599356413, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191023599356413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10620581358671188, + 0.13805942237377167, + 0.08530490845441818, + 0.1182144433259964, + 0.06128310784697533, + 0.07718101143836975, + 0.1310311108827591, + 0.057716671377420425, + 0.1755836009979248, + 0.049419887363910675 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.003191023599356413 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera angle a static high-angle shot resembling a bird's-eye view?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the surface a rustic dark wooden table with visible knife marks and defined wood veins?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are vibrant orange carrots with feathery green tops, two whole yellow onions, and a head of garlic with loose cloves present?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is there fresh dark green rosemary and a small rough-hewn ceramic bowl filled with black peppercorns?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting soft and directed from an unseen window on the left, casting gentle elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038091447204351425 + ], + "opposite_logprob_tokens": [ + -3.2880914211273193 + ], + "logprob_reward": -0.038091447204351425, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038091447204351425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22126688063144684, + 0.11136362701654434, + 0.04003896564245224, + 0.27084898948669434, + 0.05300755426287651, + 0.051645468920469284, + 0.07076267153024673, + 0.07366644591093063, + 0.04633691906929016, + 0.06106247007846832 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.038091447204351425 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_5/index_tensor([8589, 8589])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_5/index_tensor([8589, 8589])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..33225f9f11c84d1370d73c9b9214b8f2719b3705 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_5/index_tensor([8589, 8589])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static medium shot, shot from a slight upward angle, slowly emerges from a pure expanse of white. Thick, flowing ink begins to smudge dynamically across the void, as if an invisible brush were painting on rice paper. As the ink fades from light to dark, a tall, upright cultivator takes shape. His long, jet-black hair is held back with a simple jade hairpin, the rest of his hair swaying gently in the invisible wind. His features are handsome, his eyes deep and serene. He wears a wide-sleeved white Taoist robe, the hems and folds of which are shimmering with light and dark ink, reminiscent of ink naturally soaking into paper. In stark contrast to this classical image, his hands firmly grasp a futuristic, whimsically shaped G11 assault rifle. Rather than the cold, metallic texture of metal, the rifle is composed of solid, hard blocks of ink, its sharp geometric lines contrasting sharply with the flowing, ink-wash-like aesthetics of the surrounding landscape. A faint blue light seeped through the cracks within the gun, flickering now and then, injecting a mysterious and unique touch of color into the pure black and white world. Behind him, the entire world was a vast ink-splashed landscape painting being created in real time. The distant mountains were created with large strokes of light ink, their outlines faintly visible in the humid air, while the ground and rocks nearby were dotted with burnt ink. The ink colors flowed and blended dynamically across the picture, constantly generating new textures. The entire scene formed a strange and captivating tension between the tranquil Zen of classical orientalism and the cold murderous intent of futuristic technology, the atmosphere both ethereal and oppressive.", + "seed": 30647, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_5/index_8589_seed_30647_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06313919448293745, + "vlm_logprob": -0.06313919448293745, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.06313919448293745, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14834803342819214 + ], + "opposite_logprob_tokens": [ + -2.023348093032837 + ], + "logprob_reward": -0.14834803342819214, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14834803342819214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09932053834199905, + 0.42198190093040466, + 0.07154451310634613, + 0.15367214381694794, + 0.051649414002895355, + 0.033062003552913666, + 0.04060777276754379, + 0.047077905386686325, + 0.03118620626628399, + 0.049897607415914536 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.14834803342819214 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372230380773544 + ], + "opposite_logprob_tokens": [ + -3.408722400665283 + ], + "logprob_reward": -0.03372230380773544, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372230380773544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14837045967578888, + 0.3678661584854126, + 0.07388798892498016, + 0.09048716723918915, + 0.03248756378889084, + 0.026462143287062645, + 0.03674622252583504, + 0.1137222945690155, + 0.046392347663640976, + 0.06357765942811966 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.03372230380773544 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002497175009921193 + ], + "opposite_logprob_tokens": [ + -6.00249719619751 + ], + "logprob_reward": -0.002497175009921193, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002497175009921193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15218648314476013, + 0.29677456617355347, + 0.1072612851858139, + 0.052910447120666504, + 0.056086938828229904, + 0.029169654473662376, + 0.05355885624885559, + 0.11461340636014938, + 0.05445320904254913, + 0.08298512548208237 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.002497175009921193 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294618993997574 + ], + "opposite_logprob_tokens": [ + -2.2379462718963623 + ], + "logprob_reward": -0.11294618993997574, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294618993997574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07657844573259354, + 0.6470539569854736, + 0.02849951758980751, + 0.037951644510030746, + 0.02679644338786602, + 0.011746099218726158, + 0.021941857412457466, + 0.03533162549138069, + 0.026988083496689796, + 0.08711232990026474 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.11294618993997574 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182270228862762 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182270228862762, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182270228862762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09294617921113968, + 0.6550950407981873, + 0.07821735739707947, + 0.022583764046430588, + 0.041582658886909485, + 0.034347258508205414, + 0.024070147424936295, + 0.016997886821627617, + 0.011473537422716618, + 0.02268611080944538 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.018182270228862762 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slight upward angle, slowly emerges from a pure expanse of white. Thick, flowing ink begins to smudge dynamically across the void, as if an invisible brush were painting on rice paper. As the ink fades from light to dark, a tall, upright cultivator takes shape. His long, jet-black hair is held back with a simple jade hairpin, the rest of his hair swaying gently in the invisible wind. His features are handsome, his eyes deep and serene. He wears a wide-sleeved white Taoist robe, the hems and folds of which are shimmering with light and dark ink, reminiscent of ink naturally soaking into paper. In stark contrast to this classical image, his hands firmly grasp a futuristic, whimsically shaped G11 assault rifle. Rather than the cold, metallic texture of metal, the rifle is composed of solid, hard blocks of ink, its sharp geometric lines contrasting sharply with the flowing, ink-wash-like aesthetics of the surrounding landscape. A faint blue light seeped through the cracks within the gun, flickering now and then, injecting a mysterious and unique touch of color into the pure black and white world. Behind him, the entire world was a vast ink-splashed landscape painting being created in real time. The distant mountains were created with large strokes of light ink, their outlines faintly visible in the humid air, while the ground and rocks nearby were dotted with burnt ink. The ink colors flowed and blended dynamically across the picture, constantly generating new textures. The entire scene formed a strange and captivating tension between the tranquil Zen of classical orientalism and the cold murderous intent of futuristic technology, the atmosphere both ethereal and oppressive.", + "seed": 30648, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_5/index_8589_seed_30648_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08923700926825404, + "vlm_logprob": -0.08923700926825404, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.08923700926825404, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0382847897708416 + ], + "opposite_logprob_tokens": [ + -3.4132847785949707 + ], + "logprob_reward": -0.0382847897708416, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.0382847897708416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10729627311229706, + 0.11410713195800781, + 0.18360991775989532, + 0.07945067435503006, + 0.04528607800602913, + 0.08330059051513672, + 0.0456199049949646, + 0.10164397954940796, + 0.07452085614204407, + 0.16516460478305817 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.0382847897708416 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283248782157898 + ], + "opposite_logprob_tokens": [ + -2.0178325176239014 + ], + "logprob_reward": -0.14283248782157898, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14283248782157898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0649813637137413, + 0.15443937480449677, + 0.08961480855941772, + 0.08899761736392975, + 0.27728956937789917, + 0.12309020012617111, + 0.09203711897134781, + 0.030846554785966873, + 0.043330609798431396, + 0.035372763872146606 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.14283248782157898 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003197083715349436 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.003197083715349436, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003197083715349436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13081365823745728, + 0.12309110164642334, + 0.08497469872236252, + 0.06972773373126984, + 0.1042766347527504, + 0.07867204397916794, + 0.11420304328203201, + 0.06877020001411438, + 0.08958075940608978, + 0.13589012622833252 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.003197083715349436 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520938813686371 + ], + "opposite_logprob_tokens": [ + -1.5020939111709595 + ], + "logprob_reward": -0.2520938813686371, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520938813686371, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07115904986858368, + 0.08652883023023605, + 0.15290777385234833, + 0.08676241338253021, + 0.10655971616506577, + 0.050722017884254456, + 0.1439206600189209, + 0.1815088540315628, + 0.06107103452086449, + 0.05885961651802063 + ], + "top_frames": [ + 7, + 2, + 6 + ], + "selected_reward": -0.2520938813686371 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977680366486311 + ], + "opposite_logprob_tokens": [ + -4.634776592254639 + ], + "logprob_reward": -0.00977680366486311, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977680366486311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10456609725952148, + 0.09397075325250626, + 0.24192017316818237, + 0.10325675457715988, + 0.06519663333892822, + 0.14310629665851593, + 0.050141122192144394, + 0.08222831040620804, + 0.04368814453482628, + 0.07192573696374893 + ], + "top_frames": [ + 2, + 5, + 0 + ], + "selected_reward": -0.00977680366486311 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slight upward angle, slowly emerges from a pure expanse of white. Thick, flowing ink begins to smudge dynamically across the void, as if an invisible brush were painting on rice paper. As the ink fades from light to dark, a tall, upright cultivator takes shape. His long, jet-black hair is held back with a simple jade hairpin, the rest of his hair swaying gently in the invisible wind. His features are handsome, his eyes deep and serene. He wears a wide-sleeved white Taoist robe, the hems and folds of which are shimmering with light and dark ink, reminiscent of ink naturally soaking into paper. In stark contrast to this classical image, his hands firmly grasp a futuristic, whimsically shaped G11 assault rifle. Rather than the cold, metallic texture of metal, the rifle is composed of solid, hard blocks of ink, its sharp geometric lines contrasting sharply with the flowing, ink-wash-like aesthetics of the surrounding landscape. A faint blue light seeped through the cracks within the gun, flickering now and then, injecting a mysterious and unique touch of color into the pure black and white world. Behind him, the entire world was a vast ink-splashed landscape painting being created in real time. The distant mountains were created with large strokes of light ink, their outlines faintly visible in the humid air, while the ground and rocks nearby were dotted with burnt ink. The ink colors flowed and blended dynamically across the picture, constantly generating new textures. The entire scene formed a strange and captivating tension between the tranquil Zen of classical orientalism and the cold murderous intent of futuristic technology, the atmosphere both ethereal and oppressive.", + "seed": 30649, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_5/index_8589_seed_30649_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05666911685839295, + "vlm_logprob": -0.05666911685839295, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.05666911685839295, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11596006900072098 + ], + "opposite_logprob_tokens": [ + -2.240960121154785 + ], + "logprob_reward": -0.11596006900072098, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11596006900072098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2079974263906479, + 0.33256566524505615, + 0.04343242198228836, + 0.1276669204235077, + 0.05002991110086441, + 0.05208059772849083, + 0.052207641303539276, + 0.04299062490463257, + 0.03014988824725151, + 0.06087886169552803 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.11596006900072098 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11295460164546967 + ], + "opposite_logprob_tokens": [ + -2.237954616546631 + ], + "logprob_reward": -0.11295460164546967, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11295460164546967, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15641842782497406, + 0.18737024068832397, + 0.05869732052087784, + 0.05875321105122566, + 0.1330125331878662, + 0.07190663367509842, + 0.12800446152687073, + 0.07629387825727463, + 0.046692077070474625, + 0.08285118639469147 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.11295460164546967 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005255454685539007 + ], + "opposite_logprob_tokens": [ + -5.255255222320557 + ], + "logprob_reward": -0.005255454685539007, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005255454685539007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18096961081027985, + 0.12778787314891815, + 0.0801367461681366, + 0.14091326296329498, + 0.08717362582683563, + 0.059152524918317795, + 0.05131489038467407, + 0.08558856695890427, + 0.07889645546674728, + 0.10806646198034286 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.005255454685539007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038105905055999756 + ], + "opposite_logprob_tokens": [ + -3.2881059646606445 + ], + "logprob_reward": -0.038105905055999756, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038105905055999756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13719134032726288, + 0.17571550607681274, + 0.12083456665277481, + 0.10327071696519852, + 0.12312160432338715, + 0.05240543559193611, + 0.07143384963274002, + 0.07874374091625214, + 0.09206617623567581, + 0.04521705582737923 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.038105905055999756 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011069553904235363 + ], + "opposite_logprob_tokens": [ + -4.5110697746276855 + ], + "logprob_reward": -0.011069553904235363, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011069553904235363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24507151544094086, + 0.1212625801563263, + 0.13925157487392426, + 0.10279855132102966, + 0.05567508563399315, + 0.1198684424161911, + 0.023249933496117592, + 0.03283923491835594, + 0.11763142794370651, + 0.04235166311264038 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.011069553904235363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static medium shot, shot from a slight upward angle, slowly emerges from a pure expanse of white. Thick, flowing ink begins to smudge dynamically across the void, as if an invisible brush were painting on rice paper. As the ink fades from light to dark, a tall, upright cultivator takes shape. His long, jet-black hair is held back with a simple jade hairpin, the rest of his hair swaying gently in the invisible wind. His features are handsome, his eyes deep and serene. He wears a wide-sleeved white Taoist robe, the hems and folds of which are shimmering with light and dark ink, reminiscent of ink naturally soaking into paper. In stark contrast to this classical image, his hands firmly grasp a futuristic, whimsically shaped G11 assault rifle. Rather than the cold, metallic texture of metal, the rifle is composed of solid, hard blocks of ink, its sharp geometric lines contrasting sharply with the flowing, ink-wash-like aesthetics of the surrounding landscape. A faint blue light seeped through the cracks within the gun, flickering now and then, injecting a mysterious and unique touch of color into the pure black and white world. Behind him, the entire world was a vast ink-splashed landscape painting being created in real time. The distant mountains were created with large strokes of light ink, their outlines faintly visible in the humid air, while the ground and rocks nearby were dotted with burnt ink. The ink colors flowed and blended dynamically across the picture, constantly generating new textures. The entire scene formed a strange and captivating tension between the tranquil Zen of classical orientalism and the cold murderous intent of futuristic technology, the atmosphere both ethereal and oppressive.", + "seed": 30650, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_5/index_8589_seed_30650_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.028770624846220016, + "vlm_logprob": -0.028770624846220016, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.028770624846220016, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.019911644980311394 + ], + "opposite_logprob_tokens": [ + -4.019911766052246 + ], + "logprob_reward": -0.019911644980311394, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.019911644980311394, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2863573431968689, + 0.18547889590263367, + 0.08895276486873627, + 0.060296688228845596, + 0.05262252688407898, + 0.06016990542411804, + 0.03900647535920143, + 0.07366938143968582, + 0.0527951605618, + 0.10065088421106339 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.019911644980311394 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371354565024376 + ], + "opposite_logprob_tokens": [ + -3.4087135791778564 + ], + "logprob_reward": -0.03371354565024376, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371354565024376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19732923805713654, + 0.2718352675437927, + 0.16166339814662933, + 0.09524592757225037, + 0.03762248530983925, + 0.03128437697887421, + 0.043464768677949905, + 0.034379713237285614, + 0.043056052178144455, + 0.0841188132762909 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.03371354565024376 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036183618940413 + ], + "opposite_logprob_tokens": [ + -5.628618240356445 + ], + "logprob_reward": -0.0036183618940413, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036183618940413, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.200583353638649, + 0.33447107672691345, + 0.0707557424902916, + 0.16018642485141754, + 0.036082178354263306, + 0.01987735740840435, + 0.07271730154752731, + 0.037733517587184906, + 0.03221960738301277, + 0.03537346050143242 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.0036183618940413 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898712903261185 + ], + "opposite_logprob_tokens": [ + -2.5789871215820312 + ], + "logprob_reward": -0.07898712903261185, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898712903261185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2421032190322876, + 0.32811009883880615, + 0.039652977138757706, + 0.16695091128349304, + 0.03259190917015076, + 0.029284771531820297, + 0.03318556025624275, + 0.05365104228258133, + 0.0599968321621418, + 0.014472677372395992 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.07898712903261185 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a static medium shot from a slight upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main character a tall, upright cultivator with long jet-black hair held back by a simple jade hairpin?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the character wearing a wide-sleeved white Taoist robe with hems and folds shimmering with light and dark ink?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the character holding a futuristic G11 assault rifle composed of solid, hard blocks of ink with a faint flickering blue light seeping through cracks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast ink-splashed landscape where distant mountains are rendered in light ink and nearby ground/rocks in burnt ink?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007622442673891783 + ], + "opposite_logprob_tokens": [ + -4.882622241973877 + ], + "logprob_reward": -0.007622442673891783, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007622442673891783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3420490622520447, + 0.2135888636112213, + 0.08817385882139206, + 0.10853592306375504, + 0.07919717580080032, + 0.044638294726610184, + 0.03039873018860817, + 0.018518775701522827, + 0.014796447940170765, + 0.06010284647345543 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.007622442673891783 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_6/index_tensor([5743, 5743])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_6/index_tensor([5743, 5743])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3380e19a99d321c707036ce457d958fb0bfe0ff7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_6/index_tensor([5743, 5743])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, mid-shot shot, taken from a level angle, draws the viewer's attention to a woman immersed in the classical music of a qin. She wears an elegant, moon-white silk Hanfu robe, its wide sleeves falling naturally to her sides as she gracefully moves. Her cascading, jet-black hair is gently gathered into a delicate, slightly loose bun with a simple wooden hairpin, a few strands carelessly cascading down her cheeks. A dark sandalwood qin rests horizontally at her knees, its smooth body gleaming with a warm, aged patina under the soft light. A ray of soft afternoon sunlight slants through the rustic wooden window lattice behind her, creating a brilliant backlight. This beam pierces the countless slowly drifting, shimmering dust particles in the air, casting a hazy, warm golden outline around her, completely separating her from the dim background. Her eyelids are slightly lowered, her expression is calm and focused, her slender fingers calmly pluck and press the strings, every movement is coherent and smooth, as if she is immersed in her own musical world. The whole picture is rendered in warm colors, full of tranquility, concentration and a classical poetic beauty frozen in time.", + "seed": 29066, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_6/index_5743_seed_29066_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.009791347244754434, + "vlm_logprob": -0.009791347244754434, + "vlm_yes_no_margin": 4.975, + "vlm_token_credit": -0.009791347244754434, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00713431928306818 + ], + "opposite_logprob_tokens": [ + -5.007134437561035 + ], + "logprob_reward": -0.00713431928306818, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.00713431928306818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07476156949996948, + 0.15428464114665985, + 0.06517413258552551, + 0.02954312413930893, + 0.0423385389149189, + 0.3228191137313843, + 0.09497057646512985, + 0.10675635188817978, + 0.050537362694740295, + 0.05881457030773163 + ], + "top_frames": [ + 5, + 1, + 7 + ], + "selected_reward": -0.00713431928306818 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652222342789173 + ], + "opposite_logprob_tokens": [ + -4.758652210235596 + ], + "logprob_reward": -0.008652222342789173, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652222342789173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08291921019554138, + 0.1421990692615509, + 0.09585157781839371, + 0.08027902990579605, + 0.06194503232836723, + 0.10304347425699234, + 0.07508666068315506, + 0.2759142220020294, + 0.043636538088321686, + 0.03912515938282013 + ], + "top_frames": [ + 7, + 1, + 5 + ], + "selected_reward": -0.008652222342789173 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463957479223609 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.00463957479223609, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463957479223609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09027402848005295, + 0.06633389741182327, + 0.15944401919841766, + 0.030771944671869278, + 0.09911464899778366, + 0.0792531967163086, + 0.05498268082737923, + 0.33946335315704346, + 0.026416197419166565, + 0.05394598841667175 + ], + "top_frames": [ + 7, + 2, + 4 + ], + "selected_reward": -0.00463957479223609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021956877317279577 + ], + "opposite_logprob_tokens": [ + -6.127195835113525 + ], + "logprob_reward": -0.0021956877317279577, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021956877317279577, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12622928619384766, + 0.10694722086191177, + 0.08291924744844437, + 0.03930400684475899, + 0.2187291979789734, + 0.08021572232246399, + 0.147743359208107, + 0.07604365050792694, + 0.05660873278975487, + 0.06525955349206924 + ], + "top_frames": [ + 4, + 6, + 0 + ], + "selected_reward": -0.0021956877317279577 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026334932073950768 + ], + "opposite_logprob_tokens": [ + -3.6513350009918213 + ], + "logprob_reward": -0.026334932073950768, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026334932073950768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08541551232337952, + 0.10706928372383118, + 0.07100877910852432, + 0.04257582128047943, + 0.0803578570485115, + 0.16211333870887756, + 0.0867297351360321, + 0.2542746067047119, + 0.07013238966464996, + 0.04032266139984131 + ], + "top_frames": [ + 7, + 5, + 1 + ], + "selected_reward": -0.026334932073950768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a level angle, draws the viewer's attention to a woman immersed in the classical music of a qin. She wears an elegant, moon-white silk Hanfu robe, its wide sleeves falling naturally to her sides as she gracefully moves. Her cascading, jet-black hair is gently gathered into a delicate, slightly loose bun with a simple wooden hairpin, a few strands carelessly cascading down her cheeks. A dark sandalwood qin rests horizontally at her knees, its smooth body gleaming with a warm, aged patina under the soft light. A ray of soft afternoon sunlight slants through the rustic wooden window lattice behind her, creating a brilliant backlight. This beam pierces the countless slowly drifting, shimmering dust particles in the air, casting a hazy, warm golden outline around her, completely separating her from the dim background. Her eyelids are slightly lowered, her expression is calm and focused, her slender fingers calmly pluck and press the strings, every movement is coherent and smooth, as if she is immersed in her own musical world. The whole picture is rendered in warm colors, full of tranquility, concentration and a classical poetic beauty frozen in time.", + "seed": 29067, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_6/index_5743_seed_29067_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.00865753311663866, + "vlm_logprob": -0.00865753311663866, + "vlm_yes_no_margin": 4.9499999523162845, + "vlm_token_credit": -0.00865753311663866, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010236854664981365 + ], + "opposite_logprob_tokens": [ + -4.635236740112305 + ], + "logprob_reward": -0.010236854664981365, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010236854664981365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2801372706890106, + 0.05598937347531319, + 0.04030511528253555, + 0.11276690661907196, + 0.04327668994665146, + 0.0673680305480957, + 0.30871641635894775, + 0.027071580290794373, + 0.023688308894634247, + 0.040680356323719025 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.010236854664981365 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641489617526531 + ], + "opposite_logprob_tokens": [ + -4.882641315460205 + ], + "logprob_reward": -0.007641489617526531, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641489617526531, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11492133885622025, + 0.057388488203287125, + 0.062883660197258, + 0.21151967346668243, + 0.033188533037900925, + 0.022540852427482605, + 0.04903077334165573, + 0.05903420224785805, + 0.34282562136650085, + 0.046666841953992844 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.007641489617526531 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036171742249280214 + ], + "opposite_logprob_tokens": [ + -5.628617286682129 + ], + "logprob_reward": -0.0036171742249280214, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036171742249280214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3456742763519287, + 0.08965427428483963, + 0.17398414015769958, + 0.14345547556877136, + 0.06852442026138306, + 0.013930083252489567, + 0.05129089206457138, + 0.021099772304296494, + 0.07127539068460464, + 0.021111292764544487 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0036171742249280214 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003614442190155387 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.003614442190155387, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003614442190155387, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.525010883808136, + 0.05953463539481163, + 0.0490938238799572, + 0.0315074548125267, + 0.029065746814012527, + 0.015384241007268429, + 0.03022110089659691, + 0.024996355175971985, + 0.10045126080513, + 0.1347344070672989 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.003614442190155387 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018177704885601997 + ], + "opposite_logprob_tokens": [ + -4.018177509307861 + ], + "logprob_reward": -0.018177704885601997, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018177704885601997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3933769464492798, + 0.04551360383629799, + 0.10437868535518646, + 0.1413791924715042, + 0.05246035009622574, + 0.024587681517004967, + 0.04860154911875725, + 0.029908496886491776, + 0.07452785223722458, + 0.08526571840047836 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.018177704885601997 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a level angle, draws the viewer's attention to a woman immersed in the classical music of a qin. She wears an elegant, moon-white silk Hanfu robe, its wide sleeves falling naturally to her sides as she gracefully moves. Her cascading, jet-black hair is gently gathered into a delicate, slightly loose bun with a simple wooden hairpin, a few strands carelessly cascading down her cheeks. A dark sandalwood qin rests horizontally at her knees, its smooth body gleaming with a warm, aged patina under the soft light. A ray of soft afternoon sunlight slants through the rustic wooden window lattice behind her, creating a brilliant backlight. This beam pierces the countless slowly drifting, shimmering dust particles in the air, casting a hazy, warm golden outline around her, completely separating her from the dim background. Her eyelids are slightly lowered, her expression is calm and focused, her slender fingers calmly pluck and press the strings, every movement is coherent and smooth, as if she is immersed in her own musical world. The whole picture is rendered in warm colors, full of tranquility, concentration and a classical poetic beauty frozen in time.", + "seed": 29068, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_6/index_5743_seed_29068_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.00915199057199061, + "vlm_logprob": -0.00915199057199061, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.00915199057199061, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009206698276102543 + ], + "opposite_logprob_tokens": [ + -4.759206771850586 + ], + "logprob_reward": -0.009206698276102543, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009206698276102543, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2114669233560562, + 0.05922240763902664, + 0.07297762483358383, + 0.06787284463644028, + 0.051637519150972366, + 0.05898401141166687, + 0.1583465188741684, + 0.06558267027139664, + 0.20592737197875977, + 0.04798214137554169 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.009206698276102543 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011088889092206955 + ], + "opposite_logprob_tokens": [ + -4.511088848114014 + ], + "logprob_reward": -0.011088889092206955, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011088889092206955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07520774006843567, + 0.12996642291545868, + 0.07772792875766754, + 0.11999145895242691, + 0.05273256450891495, + 0.10962946712970734, + 0.10033115744590759, + 0.08215631544589996, + 0.10829486697912216, + 0.1439620852470398 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.011088889092206955 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004096925724297762 + ], + "opposite_logprob_tokens": [ + -5.504096984863281 + ], + "logprob_reward": -0.004096925724297762, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004096925724297762, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1628572791814804, + 0.14874997735023499, + 0.06784602254629135, + 0.03964870050549507, + 0.0835844948887825, + 0.0664990246295929, + 0.09748923033475876, + 0.08940961211919785, + 0.17262157797813416, + 0.07129406183958054 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.004096925724297762 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031909046228975058 + ], + "opposite_logprob_tokens": [ + -5.753190994262695 + ], + "logprob_reward": -0.0031909046228975058, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031909046228975058, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20220603048801422, + 0.13868501782417297, + 0.04564834386110306, + 0.04856159910559654, + 0.081142358481884, + 0.06455955654382706, + 0.07350844889879227, + 0.07971770316362381, + 0.21346086263656616, + 0.05251011252403259 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.0031909046228975058 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817653514444828 + ], + "opposite_logprob_tokens": [ + -4.018176555633545 + ], + "logprob_reward": -0.01817653514444828, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817653514444828, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11358945071697235, + 0.08687907457351685, + 0.02827969379723072, + 0.04410521686077118, + 0.07725854963064194, + 0.16222327947616577, + 0.1847238689661026, + 0.11635616421699524, + 0.11525896191596985, + 0.07132580131292343 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.01817653514444828 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, mid-shot shot, taken from a level angle, draws the viewer's attention to a woman immersed in the classical music of a qin. She wears an elegant, moon-white silk Hanfu robe, its wide sleeves falling naturally to her sides as she gracefully moves. Her cascading, jet-black hair is gently gathered into a delicate, slightly loose bun with a simple wooden hairpin, a few strands carelessly cascading down her cheeks. A dark sandalwood qin rests horizontally at her knees, its smooth body gleaming with a warm, aged patina under the soft light. A ray of soft afternoon sunlight slants through the rustic wooden window lattice behind her, creating a brilliant backlight. This beam pierces the countless slowly drifting, shimmering dust particles in the air, casting a hazy, warm golden outline around her, completely separating her from the dim background. Her eyelids are slightly lowered, her expression is calm and focused, her slender fingers calmly pluck and press the strings, every movement is coherent and smooth, as if she is immersed in her own musical world. The whole picture is rendered in warm colors, full of tranquility, concentration and a classical poetic beauty frozen in time.", + "seed": 29069, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_6/index_5743_seed_29069_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014710707496851683, + "vlm_logprob": -0.014710707496851683, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.014710707496851683, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013051440939307213 + ], + "opposite_logprob_tokens": [ + -4.388051509857178 + ], + "logprob_reward": -0.013051440939307213, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013051440939307213, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15908114612102509, + 0.07193398475646973, + 0.094581738114357, + 0.07426919788122177, + 0.0650332048535347, + 0.09685783088207245, + 0.10848259925842285, + 0.07295475155115128, + 0.11266950517892838, + 0.14413608610630035 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.013051440939307213 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009792976081371307 + ], + "opposite_logprob_tokens": [ + -4.634792804718018 + ], + "logprob_reward": -0.009792976081371307, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009792976081371307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12737642228603363, + 0.08377882093191147, + 0.10527264326810837, + 0.03923651576042175, + 0.09577815234661102, + 0.14939014613628387, + 0.12380408495664597, + 0.060786955058574677, + 0.13944879174232483, + 0.0751274898648262 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.009792976081371307 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949999671429396 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949999671429396, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949999671429396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1761210411787033, + 0.07294317334890366, + 0.10386431962251663, + 0.03755631670355797, + 0.04079865664243698, + 0.13443921506404877, + 0.07396823912858963, + 0.07865941524505615, + 0.10518381744623184, + 0.1764657199382782 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.005949999671429396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011074505746364594 + ], + "opposite_logprob_tokens": [ + -4.511074542999268 + ], + "logprob_reward": -0.011074505746364594, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011074505746364594, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10164126008749008, + 0.055199459195137024, + 0.11217831820249557, + 0.03269095718860626, + 0.04066811874508858, + 0.09824441373348236, + 0.04180468991398811, + 0.06233073025941849, + 0.36053261160850525, + 0.09470947831869125 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.011074505746364594 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a woman wearing an elegant, moon-white silk Hanfu robe?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a dark sandalwood qin resting horizontally at the woman's knees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman's hair jet-black, gathered in a loose bun with a simple wooden hairpin, and a few strands cascading down her cheeks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene lit by a ray of soft afternoon sunlight slanting through a rustic wooden window lattice, creating a backlight with visible dust particles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot static, mid-shot, taken from a level angle, and does the woman's fingers pluck and press the qin strings?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033684615045785904 + ], + "opposite_logprob_tokens": [ + -3.408684730529785 + ], + "logprob_reward": -0.033684615045785904, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033684615045785904, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07398129999637604, + 0.04274540767073631, + 0.03625631332397461, + 0.043992672115564346, + 0.07637174427509308, + 0.2892029285430908, + 0.13080361485481262, + 0.0384889617562294, + 0.04216630756855011, + 0.22599078714847565 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.033684615045785904 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_7/index_tensor([7337, 7337])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_7/index_tensor([7337, 7337])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9b9022921ad931a7cc97a8d1ac0cff1a575aec01 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_7/index_tensor([7337, 7337])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "single, static, medium shot captures the descent of a charred, bell-shaped reentry capsule as it tumbles slowly and uncontrollably through the atmosphere. The entire scene is rendered with the stark, minimalist aesthetic of a black and white ink calligraphy painting. Set against a vast, empty white sky as negative space, the capsule's form is defined by bold, confident brushstrokes. Its surface, a complex texture of deep matte black and speckled gray ink, reveals a heavily charred and pitted shell. As the capsule spins chaotically on its axis, wisps of superheated plasma are skillfully rendered as vibrant calligraphic brushstrokes, trailing and splashing from its leading edge, ranging from sharp black flashes to delicate, watery gray tendrils. The work skillfully captures the moment of violent motion with the contemplative elegance of *sumi-e*, creating a stark, dramatic, and poetic atmosphere of a silent, isolated descent.", + "seed": 30135, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_7/index_7337_seed_30135_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01249927852768451, + "vlm_logprob": -0.01249927852768451, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.01249927852768451, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010966152884066105 + ], + "opposite_logprob_tokens": [ + -4.6359663009643555 + ], + "logprob_reward": -0.010966152884066105, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.010966152884066105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08657621592283249, + 0.0811709314584732, + 0.07094218581914902, + 0.5233798623085022, + 0.07019233703613281, + 0.0404483862221241, + 0.03919539600610733, + 0.02174031361937523, + 0.039647266268730164, + 0.026707103475928307 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.010966152884066105 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255536638200283 + ], + "opposite_logprob_tokens": [ + -4.3875555992126465 + ], + "logprob_reward": -0.01255536638200283, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255536638200283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027952803298830986, + 0.1244143471121788, + 0.03622354567050934, + 0.6616431474685669, + 0.03283972665667534, + 0.02114822342991829, + 0.01865401491522789, + 0.031539469957351685, + 0.018641315400600433, + 0.026943424716591835 + ], + "top_frames": [ + 3, + 1, + 2 + ], + "selected_reward": -0.01255536638200283 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011819765204563737 + ], + "opposite_logprob_tokens": [ + -6.7511820793151855 + ], + "logprob_reward": -0.0011819765204563737, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011819765204563737, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09975714236497879, + 0.06971417367458344, + 0.10181530565023422, + 0.4646153151988983, + 0.039308469742536545, + 0.08331681787967682, + 0.02595675364136696, + 0.037590742111206055, + 0.044679004698991776, + 0.03324631229043007 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.0011819765204563737 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370178863406181 + ], + "opposite_logprob_tokens": [ + -3.4087018966674805 + ], + "logprob_reward": -0.03370178863406181, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370178863406181, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08899359405040741, + 0.2595070004463196, + 0.05216651037335396, + 0.0761532187461853, + 0.08216392248868942, + 0.1947377771139145, + 0.05962691083550453, + 0.08052609115839005, + 0.0633181780576706, + 0.04280683398246765 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.03370178863406181 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004091108217835426 + ], + "opposite_logprob_tokens": [ + -5.504091262817383 + ], + "logprob_reward": -0.004091108217835426, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004091108217835426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16756415367126465, + 0.2021287977695465, + 0.12830252945423126, + 0.07791884988546371, + 0.1259235143661499, + 0.1049029529094696, + 0.052674394100904465, + 0.02966177836060524, + 0.06606472283601761, + 0.04485822841525078 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004091108217835426 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, static, medium shot captures the descent of a charred, bell-shaped reentry capsule as it tumbles slowly and uncontrollably through the atmosphere. The entire scene is rendered with the stark, minimalist aesthetic of a black and white ink calligraphy painting. Set against a vast, empty white sky as negative space, the capsule's form is defined by bold, confident brushstrokes. Its surface, a complex texture of deep matte black and speckled gray ink, reveals a heavily charred and pitted shell. As the capsule spins chaotically on its axis, wisps of superheated plasma are skillfully rendered as vibrant calligraphic brushstrokes, trailing and splashing from its leading edge, ranging from sharp black flashes to delicate, watery gray tendrils. The work skillfully captures the moment of violent motion with the contemplative elegance of *sumi-e*, creating a stark, dramatic, and poetic atmosphere of a silent, isolated descent.", + "seed": 30136, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_7/index_7337_seed_30136_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.019267245661467314, + "vlm_logprob": -0.019267245661467314, + "vlm_yes_no_margin": 4.375, + "vlm_token_credit": -0.019267245661467314, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01799635961651802 + ], + "opposite_logprob_tokens": [ + -4.142996311187744 + ], + "logprob_reward": -0.01799635961651802, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01799635961651802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19552457332611084, + 0.13760869204998016, + 0.13673751056194305, + 0.05703536793589592, + 0.07543276995420456, + 0.038236353546381, + 0.04876359552145004, + 0.031296391040086746, + 0.10759007930755615, + 0.1717747151851654 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.01799635961651802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054974719882011414 + ], + "opposite_logprob_tokens": [ + -2.9299747943878174 + ], + "logprob_reward": -0.054974719882011414, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054974719882011414, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23859204351902008, + 0.1389133781194687, + 0.07685691118240356, + 0.06702739000320435, + 0.08635537326335907, + 0.029396437108516693, + 0.06241103261709213, + 0.06594458222389221, + 0.10589047521352768, + 0.12861233949661255 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.054974719882011414 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536883354187012 + ], + "opposite_logprob_tokens": [ + -4.387537002563477 + ], + "logprob_reward": -0.012536883354187012, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536883354187012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17807841300964355, + 0.07267957925796509, + 0.2696399986743927, + 0.06159133464097977, + 0.1007879301905632, + 0.026059623807668686, + 0.05796289071440697, + 0.053828176110982895, + 0.09898044914007187, + 0.08039157837629318 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.012536883354187012 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098943900316954 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098943900316954, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098943900316954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19194166362285614, + 0.19993416965007782, + 0.12359189242124557, + 0.05706226825714111, + 0.0680520087480545, + 0.030287740752100945, + 0.09347338229417801, + 0.05208040401339531, + 0.07018832117319107, + 0.11338823288679123 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.004098943900316954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006729321554303169 + ], + "opposite_logprob_tokens": [ + -5.0067291259765625 + ], + "logprob_reward": -0.006729321554303169, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006729321554303169, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2938004732131958, + 0.0705367773771286, + 0.06583163887262344, + 0.05360245332121849, + 0.20119358599185944, + 0.021585088223218918, + 0.02104344591498375, + 0.02612178586423397, + 0.04887061566114426, + 0.19741414487361908 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.006729321554303169 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, static, medium shot captures the descent of a charred, bell-shaped reentry capsule as it tumbles slowly and uncontrollably through the atmosphere. The entire scene is rendered with the stark, minimalist aesthetic of a black and white ink calligraphy painting. Set against a vast, empty white sky as negative space, the capsule's form is defined by bold, confident brushstrokes. Its surface, a complex texture of deep matte black and speckled gray ink, reveals a heavily charred and pitted shell. As the capsule spins chaotically on its axis, wisps of superheated plasma are skillfully rendered as vibrant calligraphic brushstrokes, trailing and splashing from its leading edge, ranging from sharp black flashes to delicate, watery gray tendrils. The work skillfully captures the moment of violent motion with the contemplative elegance of *sumi-e*, creating a stark, dramatic, and poetic atmosphere of a silent, isolated descent.", + "seed": 30137, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_7/index_7337_seed_30137_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009229987458093091, + "vlm_logprob": -0.009229987458093091, + "vlm_yes_no_margin": 5.475, + "vlm_token_credit": -0.009229987458093091, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020664634183049202 + ], + "opposite_logprob_tokens": [ + -4.020664691925049 + ], + "logprob_reward": -0.020664634183049202, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.020664634183049202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16210609674453735, + 0.11983009427785873, + 0.12968403100967407, + 0.05146964266896248, + 0.08495724946260452, + 0.05755259096622467, + 0.19462157785892487, + 0.04593304172158241, + 0.05015610158443451, + 0.1036895290017128 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.020664634183049202 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007646103389561176 + ], + "opposite_logprob_tokens": [ + -4.882646083831787 + ], + "logprob_reward": -0.007646103389561176, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007646103389561176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10180553048849106, + 0.07305703312158585, + 0.07523862272500992, + 0.047833289951086044, + 0.056716084480285645, + 0.16912315785884857, + 0.1658247709274292, + 0.07736105471849442, + 0.08517420291900635, + 0.14786630868911743 + ], + "top_frames": [ + 5, + 6, + 9 + ], + "selected_reward": -0.007646103389561176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00043883229955099523 + ], + "opposite_logprob_tokens": [ + -7.750438690185547 + ], + "logprob_reward": -0.00043883229955099523, + "yes_no_margin_reward": 7.75, + "token_credit_reward": -0.00043883229955099523, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09942422062158585, + 0.03615967556834221, + 0.031239865347743034, + 0.06841400265693665, + 0.09214077144861221, + 0.1684933453798294, + 0.3731355667114258, + 0.026164565235376358, + 0.050295405089855194, + 0.05453259125351906 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.00043883229955099523 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067780554294586 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067780554294586, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067780554294586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06591204553842545, + 0.06634581834077835, + 0.020508337765932083, + 0.034178782254457474, + 0.05445843189954758, + 0.041880253702402115, + 0.2431192547082901, + 0.029574774205684662, + 0.3901616930961609, + 0.05386064574122429 + ], + "top_frames": [ + 8, + 6, + 1 + ], + "selected_reward": -0.016067780554294586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013325868640094995 + ], + "opposite_logprob_tokens": [ + -6.626332759857178 + ], + "logprob_reward": -0.0013325868640094995, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013325868640094995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15232469141483307, + 0.052029211074113846, + 0.025741346180438995, + 0.04596003144979477, + 0.12371361255645752, + 0.3593691289424896, + 0.04450196772813797, + 0.018722839653491974, + 0.10687405616044998, + 0.07076311856508255 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0013325868640094995 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "single, static, medium shot captures the descent of a charred, bell-shaped reentry capsule as it tumbles slowly and uncontrollably through the atmosphere. The entire scene is rendered with the stark, minimalist aesthetic of a black and white ink calligraphy painting. Set against a vast, empty white sky as negative space, the capsule's form is defined by bold, confident brushstrokes. Its surface, a complex texture of deep matte black and speckled gray ink, reveals a heavily charred and pitted shell. As the capsule spins chaotically on its axis, wisps of superheated plasma are skillfully rendered as vibrant calligraphic brushstrokes, trailing and splashing from its leading edge, ranging from sharp black flashes to delicate, watery gray tendrils. The work skillfully captures the moment of violent motion with the contemplative elegance of *sumi-e*, creating a stark, dramatic, and poetic atmosphere of a silent, isolated descent.", + "seed": 30138, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_7/index_7337_seed_30138_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.014614190091378987, + "vlm_logprob": -0.014614190091378987, + "vlm_yes_no_margin": 4.674999952316284, + "vlm_token_credit": -0.014614190091378987, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014247364364564419 + ], + "opposite_logprob_tokens": [ + -4.389247417449951 + ], + "logprob_reward": -0.014247364364564419, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.014247364364564419, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07067327201366425, + 0.06969761848449707, + 0.10250857472419739, + 0.0344742089509964, + 0.050636615604162216, + 0.042297687381505966, + 0.016710694879293442, + 0.03481973707675934, + 0.017400046810507774, + 0.5607815384864807 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.014247364364564419 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029817182570695877 + ], + "opposite_logprob_tokens": [ + -3.5298171043395996 + ], + "logprob_reward": -0.029817182570695877, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029817182570695877, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026132702827453613, + 0.040912218391895294, + 0.0834600031375885, + 0.03616240248084068, + 0.016542993485927582, + 0.015346616506576538, + 0.02790157124400139, + 0.018490860238671303, + 0.016997715458273888, + 0.7180529832839966 + ], + "top_frames": [ + 9, + 2, + 1 + ], + "selected_reward": -0.029817182570695877 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001043133088387549 + ], + "opposite_logprob_tokens": [ + -6.876043319702148 + ], + "logprob_reward": -0.001043133088387549, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.001043133088387549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09353550523519516, + 0.04140591621398926, + 0.1974494457244873, + 0.07538104057312012, + 0.013551676645874977, + 0.036255914717912674, + 0.013950587250292301, + 0.013244190253317356, + 0.007363911252468824, + 0.507861852645874 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.001043133088387549 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018188709393143654 + ], + "opposite_logprob_tokens": [ + -4.0181884765625 + ], + "logprob_reward": -0.018188709393143654, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018188709393143654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11156842857599258, + 0.16634178161621094, + 0.21606123447418213, + 0.1398409754037857, + 0.025954701006412506, + 0.08332612365484238, + 0.032760825008153915, + 0.0210559144616127, + 0.02186916209757328, + 0.18122084438800812 + ], + "top_frames": [ + 2, + 9, + 1 + ], + "selected_reward": -0.018188709393143654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a charred, bell-shaped reentry capsule?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the capsule tumbling slowly and uncontrollably while spinning chaotically on its axis?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the scene rendered in a black and white ink calligraphy painting style with bold brushstrokes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are wisps of superheated plasma rendered as vibrant calligraphic brushstrokes trailing from the capsule's leading edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a vast, empty white sky used as negative space?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009774561040103436 + ], + "opposite_logprob_tokens": [ + -4.634774684906006 + ], + "logprob_reward": -0.009774561040103436, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009774561040103436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1458999365568161, + 0.05043681710958481, + 0.10970539599657059, + 0.025775520130991936, + 0.01759336329996586, + 0.03514659032225609, + 0.01702328957617283, + 0.0206752922385931, + 0.01485275849699974, + 0.5628910660743713 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.009774561040103436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_8/index_tensor([3808, 3808])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_8/index_tensor([3808, 3808])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0ee5359af7cb8b2509498076eb4f5abb08db611c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_8/index_tensor([3808, 3808])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a close-up shot captured in ultra-slow motion at an extremely high frame rate, a sphere of liquid light pulses rhythmically. Its interior, like a molten star core, emanates a brilliant, warm white glow, while its surface ripples with viscous, fluid energy. The camera remains steady, watching the luminous object slam into a crystal wall as smooth as obsidian, sharply faceted. Upon impact, the wall first dents slightly from the immense energy impact, followed by a web of cracks rapidly spreading from the point of impact as the sphere passes through with a violent yet graceful gesture. Then, in a silent explosion, the entire crystal wall disintegrates, instantly disintegrating into countless iridescent fragments of varying sizes. These fragments, unrestrained by gravity, float and swirl gracefully in the inky black void. Illuminated by the luminous sphere itself, each fragment acts like a tiny prism, capturing and refracting brilliant rainbow light. They slowly tumble and drift in an almost balletic manner, embellishing the entire dark space into a tranquil and magnificent dance of stardust, creating a breathtaking atmosphere of fantastical beauty.", + "seed": 17466, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_8/index_3808_seed_17466_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03718677165452391, + "vlm_logprob": -0.03718677165452391, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.03718677165452391, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00787309743463993 + ], + "opposite_logprob_tokens": [ + -4.882873058319092 + ], + "logprob_reward": -0.00787309743463993, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00787309743463993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08616655319929123, + 0.031824737787246704, + 0.02754124067723751, + 0.06135660037398338, + 0.07039710134267807, + 0.10586310923099518, + 0.17699480056762695, + 0.10969631373882294, + 0.19890856742858887, + 0.13125088810920715 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.00787309743463993 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016079159453511238 + ], + "opposite_logprob_tokens": [ + -4.141078948974609 + ], + "logprob_reward": -0.016079159453511238, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016079159453511238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017937766388058662, + 0.028691215440630913, + 0.01096888817846775, + 0.04066396877169609, + 0.050879593938589096, + 0.0754607617855072, + 0.0897083580493927, + 0.3206547498703003, + 0.20849481225013733, + 0.15653984248638153 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.016079159453511238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009197533945553005 + ], + "opposite_logprob_tokens": [ + -7.000919818878174 + ], + "logprob_reward": -0.0009197533945553005, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009197533945553005, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05258118361234665, + 0.05281402915716171, + 0.01760714314877987, + 0.03825393691658974, + 0.05826990306377411, + 0.03585122153162956, + 0.12961651384830475, + 0.20702634751796722, + 0.10038204491138458, + 0.30759766697883606 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.0009197533945553005 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007189311436377466 + ], + "opposite_logprob_tokens": [ + -7.25071907043457 + ], + "logprob_reward": -0.0007189311436377466, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007189311436377466, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05600536987185478, + 0.16985660791397095, + 0.01751815341413021, + 0.05211741849780083, + 0.054826732724905014, + 0.05604621395468712, + 0.10146745294332504, + 0.10129223018884659, + 0.1763569712638855, + 0.214512899518013 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.0007189311436377466 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034291684627533 + ], + "opposite_logprob_tokens": [ + -1.9103429317474365 + ], + "logprob_reward": -0.16034291684627533, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034291684627533, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05518876388669014, + 0.1354958862066269, + 0.02581392228603363, + 0.0650247111916542, + 0.06016174331307411, + 0.06934023648500443, + 0.07733416557312012, + 0.2044653445482254, + 0.05098486691713333, + 0.25619035959243774 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.16034291684627533 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up shot captured in ultra-slow motion at an extremely high frame rate, a sphere of liquid light pulses rhythmically. Its interior, like a molten star core, emanates a brilliant, warm white glow, while its surface ripples with viscous, fluid energy. The camera remains steady, watching the luminous object slam into a crystal wall as smooth as obsidian, sharply faceted. Upon impact, the wall first dents slightly from the immense energy impact, followed by a web of cracks rapidly spreading from the point of impact as the sphere passes through with a violent yet graceful gesture. Then, in a silent explosion, the entire crystal wall disintegrates, instantly disintegrating into countless iridescent fragments of varying sizes. These fragments, unrestrained by gravity, float and swirl gracefully in the inky black void. Illuminated by the luminous sphere itself, each fragment acts like a tiny prism, capturing and refracting brilliant rainbow light. They slowly tumble and drift in an almost balletic manner, embellishing the entire dark space into a tranquil and magnificent dance of stardust, creating a breathtaking atmosphere of fantastical beauty.", + "seed": 17467, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_8/index_3808_seed_17467_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07272153797093779, + "vlm_logprob": -0.07272153797093779, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.07272153797093779, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0034964873921126127 + ], + "opposite_logprob_tokens": [ + -5.7534966468811035 + ], + "logprob_reward": -0.0034964873921126127, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0034964873921126127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15910851955413818, + 0.12972041964530945, + 0.0730503723025322, + 0.04307204857468605, + 0.08950338512659073, + 0.13019318878650665, + 0.10316696017980576, + 0.16517308354377747, + 0.04180276393890381, + 0.0652092918753624 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.0034964873921126127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008642295375466347 + ], + "opposite_logprob_tokens": [ + -4.758642196655273 + ], + "logprob_reward": -0.008642295375466347, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008642295375466347, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06935630738735199, + 0.12322788685560226, + 0.046137645840644836, + 0.03014882281422615, + 0.04960133135318756, + 0.061868779361248016, + 0.06722638756036758, + 0.38238832354545593, + 0.08088809996843338, + 0.08915641158819199 + ], + "top_frames": [ + 7, + 1, + 9 + ], + "selected_reward": -0.008642295375466347 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019406310748308897 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019406310748308897, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019406310748308897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12954603135585785, + 0.047890231013298035, + 0.0969499871134758, + 0.026323335245251656, + 0.058047812432050705, + 0.06407133489847183, + 0.12135595083236694, + 0.2882731258869171, + 0.047209732234478, + 0.12033245712518692 + ], + "top_frames": [ + 7, + 0, + 6 + ], + "selected_reward": -0.0019406310748308897 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.000920825288631022 + ], + "opposite_logprob_tokens": [ + -7.00092077255249 + ], + "logprob_reward": -0.000920825288631022, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.000920825288631022, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11972533911466599, + 0.09238991886377335, + 0.09854324162006378, + 0.02439167909324169, + 0.12281546741724014, + 0.10718093812465668, + 0.09825968742370605, + 0.19790953397750854, + 0.04378644376993179, + 0.09499777108430862 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.000920825288631022 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34860745072364807 + ], + "opposite_logprob_tokens": [ + -1.2236074209213257 + ], + "logprob_reward": -0.34860745072364807, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34860745072364807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09444225579500198, + 0.14496557414531708, + 0.12687093019485474, + 0.0440281480550766, + 0.08232767134904861, + 0.06562164425849915, + 0.09105081856250763, + 0.28348860144615173, + 0.035912368446588516, + 0.03129195794463158 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.34860745072364807 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up shot captured in ultra-slow motion at an extremely high frame rate, a sphere of liquid light pulses rhythmically. Its interior, like a molten star core, emanates a brilliant, warm white glow, while its surface ripples with viscous, fluid energy. The camera remains steady, watching the luminous object slam into a crystal wall as smooth as obsidian, sharply faceted. Upon impact, the wall first dents slightly from the immense energy impact, followed by a web of cracks rapidly spreading from the point of impact as the sphere passes through with a violent yet graceful gesture. Then, in a silent explosion, the entire crystal wall disintegrates, instantly disintegrating into countless iridescent fragments of varying sizes. These fragments, unrestrained by gravity, float and swirl gracefully in the inky black void. Illuminated by the luminous sphere itself, each fragment acts like a tiny prism, capturing and refracting brilliant rainbow light. They slowly tumble and drift in an almost balletic manner, embellishing the entire dark space into a tranquil and magnificent dance of stardust, creating a breathtaking atmosphere of fantastical beauty.", + "seed": 17468, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_8/index_3808_seed_17468_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07990840137936175, + "vlm_logprob": -0.07990840137936175, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.07990840137936175, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005695543251931667 + ], + "opposite_logprob_tokens": [ + -5.255695343017578 + ], + "logprob_reward": -0.005695543251931667, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005695543251931667, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07243179529905319, + 0.3207706809043884, + 0.06503753364086151, + 0.0612400583922863, + 0.10467129945755005, + 0.0567193441092968, + 0.06577223539352417, + 0.04588542506098747, + 0.15767888724803925, + 0.049792706966400146 + ], + "top_frames": [ + 1, + 8, + 4 + ], + "selected_reward": -0.005695543251931667 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005259131081402302 + ], + "opposite_logprob_tokens": [ + -5.255259037017822 + ], + "logprob_reward": -0.005259131081402302, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005259131081402302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10237494111061096, + 0.14759397506713867, + 0.0800776332616806, + 0.06881989538669586, + 0.14739033579826355, + 0.13179872930049896, + 0.06402025371789932, + 0.09062393754720688, + 0.12622693181037903, + 0.04107337445020676 + ], + "top_frames": [ + 1, + 4, + 5 + ], + "selected_reward": -0.005259131081402302 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007185738068073988 + ], + "opposite_logprob_tokens": [ + -7.250718593597412 + ], + "logprob_reward": -0.0007185738068073988, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007185738068073988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09065110236406326, + 0.0472693108022213, + 0.027766641229391098, + 0.07516247034072876, + 0.16861601173877716, + 0.22808100283145905, + 0.04360854625701904, + 0.07974293828010559, + 0.15343013405799866, + 0.08567190915346146 + ], + "top_frames": [ + 5, + 4, + 8 + ], + "selected_reward": -0.0007185738068073988 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008136299438774586 + ], + "opposite_logprob_tokens": [ + -7.1258134841918945 + ], + "logprob_reward": -0.0008136299438774586, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008136299438774586, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0889543741941452, + 0.11669763177633286, + 0.03927063196897507, + 0.07882605493068695, + 0.09559743106365204, + 0.07670644670724869, + 0.050167232751846313, + 0.11005334556102753, + 0.12784162163734436, + 0.2158852517604828 + ], + "top_frames": [ + 9, + 8, + 1 + ], + "selected_reward": -0.0008136299438774586 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870551288127899 + ], + "opposite_logprob_tokens": [ + -1.1370551586151123 + ], + "logprob_reward": -0.3870551288127899, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870551288127899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0815194845199585, + 0.2042279988527298, + 0.052509307861328125, + 0.16180948913097382, + 0.12355446070432663, + 0.11331979930400848, + 0.050711631774902344, + 0.059023112058639526, + 0.07908755540847778, + 0.074237160384655 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.3870551288127899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a close-up shot captured in ultra-slow motion at an extremely high frame rate, a sphere of liquid light pulses rhythmically. Its interior, like a molten star core, emanates a brilliant, warm white glow, while its surface ripples with viscous, fluid energy. The camera remains steady, watching the luminous object slam into a crystal wall as smooth as obsidian, sharply faceted. Upon impact, the wall first dents slightly from the immense energy impact, followed by a web of cracks rapidly spreading from the point of impact as the sphere passes through with a violent yet graceful gesture. Then, in a silent explosion, the entire crystal wall disintegrates, instantly disintegrating into countless iridescent fragments of varying sizes. These fragments, unrestrained by gravity, float and swirl gracefully in the inky black void. Illuminated by the luminous sphere itself, each fragment acts like a tiny prism, capturing and refracting brilliant rainbow light. They slowly tumble and drift in an almost balletic manner, embellishing the entire dark space into a tranquil and magnificent dance of stardust, creating a breathtaking atmosphere of fantastical beauty.", + "seed": 17469, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_8/index_3808_seed_17469_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.01121228615520522, + "vlm_logprob": -0.01121228615520522, + "vlm_yes_no_margin": 6.025, + "vlm_token_credit": -0.01121228615520522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0016770598012953997 + ], + "opposite_logprob_tokens": [ + -6.6266770362854 + ], + "logprob_reward": -0.0016770598012953997, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0016770598012953997, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21580469608306885, + 0.03727078437805176, + 0.08143049478530884, + 0.06297752261161804, + 0.06339212507009506, + 0.03057493269443512, + 0.0431225560605526, + 0.2269812673330307, + 0.10266773402690887, + 0.13577786087989807 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.0016770598012953997 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640049301087856 + ], + "opposite_logprob_tokens": [ + -5.379640102386475 + ], + "logprob_reward": -0.004640049301087856, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640049301087856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07592333108186722, + 0.028897635638713837, + 0.047221750020980835, + 0.12704503536224365, + 0.02460809424519539, + 0.03430097550153732, + 0.060719896107912064, + 0.15213900804519653, + 0.07998459041118622, + 0.36915963888168335 + ], + "top_frames": [ + 9, + 7, + 3 + ], + "selected_reward": -0.004640049301087856 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0007179781678132713 + ], + "opposite_logprob_tokens": [ + -7.250718116760254 + ], + "logprob_reward": -0.0007179781678132713, + "yes_no_margin_reward": 7.25, + "token_credit_reward": -0.0007179781678132713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07394452393054962, + 0.034220192581415176, + 0.03960307687520981, + 0.06860872358083725, + 0.04236145317554474, + 0.034445058554410934, + 0.1940339207649231, + 0.20676876604557037, + 0.12471389025449753, + 0.18130044639110565 + ], + "top_frames": [ + 7, + 6, + 9 + ], + "selected_reward": -0.0007179781678132713 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00038723601028323174 + ], + "opposite_logprob_tokens": [ + -7.875387191772461 + ], + "logprob_reward": -0.00038723601028323174, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.00038723601028323174, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0821419209241867, + 0.04849833995103836, + 0.05409267172217369, + 0.08371040225028992, + 0.03336920216679573, + 0.052028838545084, + 0.3161924183368683, + 0.17246156930923462, + 0.06723980605602264, + 0.09026481956243515 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.00038723601028323174 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a sphere of liquid light with a warm white interior glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the sphere slam into a sharply faceted crystal wall that resembles obsidian?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the crystal wall crack and disintegrate into countless iridescent fragments upon impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the fragments float and swirl in an inky black void illuminated by the sphere?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in a close-up with a steady camera?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04863910749554634 + ], + "opposite_logprob_tokens": [ + -3.0486390590667725 + ], + "logprob_reward": -0.04863910749554634, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04863910749554634, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03355323523283005, + 0.024327972903847694, + 0.01747780479490757, + 0.06084909662604332, + 0.02000412717461586, + 0.01946834661066532, + 0.5562719106674194, + 0.1309373378753662, + 0.1106264740228653, + 0.026483681052923203 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.04863910749554634 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_9/index_tensor([5154, 5154])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_9/index_tensor([5154, 5154])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4a487a90ec0978ecf303180b55df4464330b64c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_9/index_tensor([5154, 5154])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level medium shot, rendered in a stark black-and-white anime art style with high-contrast shadows and sharp ink lines, captures a young man with spiky, tousled black hair and a gaunt face. He freezes, his wide, expressive anime eyes staring straight ahead with pure terror. His gaze fixates on an open bathroom cabinet, which spews out a chaotic pile of over-the-counter medicine bottles of all shapes and sizes, their generic labels obscuring the pattern. The harsh, single-source overhead lighting casts deep, dramatic shadows across his face and the cluttered scene. Overwhelmed, his terrified expression relaxes into a blank stare, his jaw slack. His body, clad in a simple black T-shirt, suddenly goes limp; his knees buckle, and he collapses dramatically, his form quickly and completely disappearing from the bottom of the frame. The camera remains completely still, fixed on the cluttered shelves. The silent, overflowing cupboard is now the sole focus of the shot, its chaos a grim testament to the man's unseen crisis, solidifying a powerful atmosphere of fear and psychological collapse.", + "seed": 32077, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_9/index_5154_seed_32077_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.035940011707134546, + "vlm_logprob": -0.035940011707134546, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.035940011707134546, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013081812066957355 + ], + "opposite_logprob_tokens": [ + -7.126307964324951 + ], + "logprob_reward": -0.0013081812066957355, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0013081812066957355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1249275803565979, + 0.04742119088768959, + 0.04109417274594307, + 0.03510358929634094, + 0.08933810889720917, + 0.015779728069901466, + 0.08883202075958252, + 0.21341316401958466, + 0.21738854050636292, + 0.12670189142227173 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.0013081812066957355 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015167410019785166 + ], + "opposite_logprob_tokens": [ + -6.501516819000244 + ], + "logprob_reward": -0.0015167410019785166, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015167410019785166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14521382749080658, + 0.053417447954416275, + 0.05471891164779663, + 0.04503045976161957, + 0.19459165632724762, + 0.029144393280148506, + 0.0491732582449913, + 0.12890097498893738, + 0.21584081649780273, + 0.08396823704242706 + ], + "top_frames": [ + 8, + 4, + 0 + ], + "selected_reward": -0.0015167410019785166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735833827406168 + ], + "opposite_logprob_tokens": [ + -5.006735801696777 + ], + "logprob_reward": -0.006735833827406168, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735833827406168, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08273419737815857, + 0.0324520580470562, + 0.02803746983408928, + 0.02642933279275894, + 0.037280891090631485, + 0.02358153834939003, + 0.10085289180278778, + 0.1500242054462433, + 0.3602907657623291, + 0.15831664204597473 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.006735833827406168 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009778101928532124 + ], + "opposite_logprob_tokens": [ + -4.634778022766113 + ], + "logprob_reward": -0.009778101928532124, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009778101928532124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07909204065799713, + 0.0470912903547287, + 0.019235335290431976, + 0.028213290497660637, + 0.07805363088846207, + 0.01739305630326271, + 0.04066682234406471, + 0.13145753741264343, + 0.2846416234970093, + 0.2741553783416748 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.009778101928532124 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036120057106018 + ], + "opposite_logprob_tokens": [ + -1.9103611707687378 + ], + "logprob_reward": -0.16036120057106018, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036120057106018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12731382250785828, + 0.029911762103438377, + 0.036219269037246704, + 0.022230997681617737, + 0.021271761506795883, + 0.020606856793165207, + 0.1509525030851364, + 0.11596567928791046, + 0.12653519213199615, + 0.348992258310318 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.16036120057106018 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in a stark black-and-white anime art style with high-contrast shadows and sharp ink lines, captures a young man with spiky, tousled black hair and a gaunt face. He freezes, his wide, expressive anime eyes staring straight ahead with pure terror. His gaze fixates on an open bathroom cabinet, which spews out a chaotic pile of over-the-counter medicine bottles of all shapes and sizes, their generic labels obscuring the pattern. The harsh, single-source overhead lighting casts deep, dramatic shadows across his face and the cluttered scene. Overwhelmed, his terrified expression relaxes into a blank stare, his jaw slack. His body, clad in a simple black T-shirt, suddenly goes limp; his knees buckle, and he collapses dramatically, his form quickly and completely disappearing from the bottom of the frame. The camera remains completely still, fixed on the cluttered shelves. The silent, overflowing cupboard is now the sole focus of the shot, its chaos a grim testament to the man's unseen crisis, solidifying a powerful atmosphere of fear and psychological collapse.", + "seed": 32078, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_9/index_5154_seed_32078_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04464684296399355, + "vlm_logprob": -0.04464684296399355, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.04464684296399355, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004336358979344368 + ], + "opposite_logprob_tokens": [ + -5.629336357116699 + ], + "logprob_reward": -0.004336358979344368, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.004336358979344368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16678869724273682, + 0.04699932038784027, + 0.025895383208990097, + 0.058331359177827835, + 0.2565740942955017, + 0.1023079976439476, + 0.0836421325802803, + 0.08553698658943176, + 0.10252413153648376, + 0.07139985263347626 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.004336358979344368 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031969649717211723 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.0031969649717211723, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031969649717211723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1335238367319107, + 0.0873313620686531, + 0.046550847589969635, + 0.035351015627384186, + 0.4348488450050354, + 0.08205647766590118, + 0.05529947578907013, + 0.05828960984945297, + 0.020410576835274696, + 0.04633794724941254 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.0031969649717211723 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012536177411675453 + ], + "opposite_logprob_tokens": [ + -4.38753604888916 + ], + "logprob_reward": -0.012536177411675453, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012536177411675453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0712759792804718, + 0.03352366015315056, + 0.02949764020740986, + 0.044124871492385864, + 0.3335188031196594, + 0.27682730555534363, + 0.11495575308799744, + 0.022063739597797394, + 0.04299284890294075, + 0.031219374388456345 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.012536177411675453 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023286210373044014 + ], + "opposite_logprob_tokens": [ + -3.7732861042022705 + ], + "logprob_reward": -0.023286210373044014, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023286210373044014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1182919517159462, + 0.04697626084089279, + 0.04654242470860481, + 0.02343129925429821, + 0.1455404907464981, + 0.1261383593082428, + 0.20011241734027863, + 0.10121893882751465, + 0.04940527677536011, + 0.14234258234500885 + ], + "top_frames": [ + 6, + 4, + 9 + ], + "selected_reward": -0.023286210373044014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17987850308418274 + ], + "opposite_logprob_tokens": [ + -1.8048784732818604 + ], + "logprob_reward": -0.17987850308418274, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17987850308418274, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06222986802458763, + 0.02272113785147667, + 0.05521787330508232, + 0.048398129642009735, + 0.35670289397239685, + 0.04554474726319313, + 0.15693549811840057, + 0.07681045681238174, + 0.04457935690879822, + 0.13086004555225372 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.17987850308418274 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in a stark black-and-white anime art style with high-contrast shadows and sharp ink lines, captures a young man with spiky, tousled black hair and a gaunt face. He freezes, his wide, expressive anime eyes staring straight ahead with pure terror. His gaze fixates on an open bathroom cabinet, which spews out a chaotic pile of over-the-counter medicine bottles of all shapes and sizes, their generic labels obscuring the pattern. The harsh, single-source overhead lighting casts deep, dramatic shadows across his face and the cluttered scene. Overwhelmed, his terrified expression relaxes into a blank stare, his jaw slack. His body, clad in a simple black T-shirt, suddenly goes limp; his knees buckle, and he collapses dramatically, his form quickly and completely disappearing from the bottom of the frame. The camera remains completely still, fixed on the cluttered shelves. The silent, overflowing cupboard is now the sole focus of the shot, its chaos a grim testament to the man's unseen crisis, solidifying a powerful atmosphere of fear and psychological collapse.", + "seed": 32079, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_9/index_5154_seed_32079_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.05940409360919148, + "vlm_logprob": -0.05940409360919148, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.05940409360919148, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029855461325496435 + ], + "opposite_logprob_tokens": [ + -6.25298547744751 + ], + "logprob_reward": -0.0029855461325496435, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0029855461325496435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19012311100959778, + 0.07686462998390198, + 0.04208090156316757, + 0.05376735329627991, + 0.05817468836903572, + 0.030024049803614616, + 0.05214859917759895, + 0.10753629356622696, + 0.06335072219371796, + 0.3259297013282776 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.0029855461325496435 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015185264637693763 + ], + "opposite_logprob_tokens": [ + -6.501518726348877 + ], + "logprob_reward": -0.0015185264637693763, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015185264637693763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20033739507198334, + 0.04551589488983154, + 0.05382624641060829, + 0.05194733291864395, + 0.05817773565649986, + 0.06998205184936523, + 0.05163465440273285, + 0.05818868428468704, + 0.24702689051628113, + 0.16336315870285034 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.0015185264637693763 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369498997926712 + ], + "opposite_logprob_tokens": [ + -3.4086949825286865 + ], + "logprob_reward": -0.03369498997926712, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369498997926712, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09757779538631439, + 0.02509617619216442, + 0.053768351674079895, + 0.05163922533392906, + 0.07815396040678024, + 0.08158464729785919, + 0.059120479971170425, + 0.307230681180954, + 0.18881835043430328, + 0.05701032280921936 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.03369498997926712 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006735123693943024 + ], + "opposite_logprob_tokens": [ + -5.006735324859619 + ], + "logprob_reward": -0.006735123693943024, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006735123693943024, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05105412378907204, + 0.03606511652469635, + 0.012718007899820805, + 0.019890353083610535, + 0.0472550168633461, + 0.02682812139391899, + 0.029174979776144028, + 0.5613240599632263, + 0.10915027558803558, + 0.10653991252183914 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.006735123693943024 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520862817764282 + ], + "opposite_logprob_tokens": [ + -1.5020862817764282 + ], + "logprob_reward": -0.2520862817764282, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520862817764282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07981760799884796, + 0.023522203788161278, + 0.03292079269886017, + 0.03201967850327492, + 0.06692597270011902, + 0.04390493780374527, + 0.0777662843465805, + 0.3692939579486847, + 0.1564609408378601, + 0.11736762523651123 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.2520862817764282 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level medium shot, rendered in a stark black-and-white anime art style with high-contrast shadows and sharp ink lines, captures a young man with spiky, tousled black hair and a gaunt face. He freezes, his wide, expressive anime eyes staring straight ahead with pure terror. His gaze fixates on an open bathroom cabinet, which spews out a chaotic pile of over-the-counter medicine bottles of all shapes and sizes, their generic labels obscuring the pattern. The harsh, single-source overhead lighting casts deep, dramatic shadows across his face and the cluttered scene. Overwhelmed, his terrified expression relaxes into a blank stare, his jaw slack. His body, clad in a simple black T-shirt, suddenly goes limp; his knees buckle, and he collapses dramatically, his form quickly and completely disappearing from the bottom of the frame. The camera remains completely still, fixed on the cluttered shelves. The silent, overflowing cupboard is now the sole focus of the shot, its chaos a grim testament to the man's unseen crisis, solidifying a powerful atmosphere of fear and psychological collapse.", + "seed": 32080, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000174/group_9/index_5154_seed_32080_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.060419578081928195, + "vlm_logprob": -0.060419578081928195, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.060419578081928195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006591364275664091 + ], + "opposite_logprob_tokens": [ + -5.256591320037842 + ], + "logprob_reward": -0.006591364275664091, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006591364275664091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16943952441215515, + 0.04969208315014839, + 0.022710412740707397, + 0.031804926693439484, + 0.041209619492292404, + 0.06982986629009247, + 0.20981694757938385, + 0.19899551570415497, + 0.07913188636302948, + 0.12736918032169342 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.006591364275664091 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019446763908490539 + ], + "opposite_logprob_tokens": [ + -6.251944541931152 + ], + "logprob_reward": -0.0019446763908490539, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019446763908490539, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13732467591762543, + 0.025744693353772163, + 0.016869137063622475, + 0.03411315008997917, + 0.03312510624527931, + 0.22877031564712524, + 0.1660979837179184, + 0.11001372337341309, + 0.0624232292175293, + 0.18551798164844513 + ], + "top_frames": [ + 5, + 9, + 6 + ], + "selected_reward": -0.0019446763908490539 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328411489725113 + ], + "opposite_logprob_tokens": [ + -3.7732841968536377 + ], + "logprob_reward": -0.02328411489725113, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328411489725113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12595634162425995, + 0.057413216680288315, + 0.028613034635782242, + 0.053629469126462936, + 0.023259833455085754, + 0.08637085556983948, + 0.3652787208557129, + 0.08534184098243713, + 0.09946490079164505, + 0.07467176020145416 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.02328411489725113 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018183674663305283 + ], + "opposite_logprob_tokens": [ + -4.018183708190918 + ], + "logprob_reward": -0.018183674663305283, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018183674663305283, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09137072414159775, + 0.03771330043673515, + 0.02147102728486061, + 0.021491585299372673, + 0.023845931515097618, + 0.09596475213766098, + 0.39407017827033997, + 0.14394623041152954, + 0.04556106775999069, + 0.12456516176462173 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.018183674663305283 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a black-and-white anime art style with sharp ink lines?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a young man with spiky black hair and a gaunt face wearing a black T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man collapse from a standing position, with his knees buckling and his form disappearing from the bottom of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open bathroom cabinet visible spewing out a chaotic pile of medicine bottles with generic labels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera completely still and fixed on the cluttered shelves after the man collapses?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520940601825714 + ], + "opposite_logprob_tokens": [ + -1.502094030380249 + ], + "logprob_reward": -0.2520940601825714, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520940601825714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10893940180540085, + 0.04334932938218117, + 0.028926711529493332, + 0.04294883459806442, + 0.034462179988622665, + 0.1424294412136078, + 0.1720137894153595, + 0.2296685427427292, + 0.07515735179185867, + 0.12210442125797272 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.2520940601825714 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_0/index_tensor([7118, 7118])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_0/index_tensor([7118, 7118])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..31abc9aac2bac48bf45245c6babbc2c95d19cbb0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_0/index_tensor([7118, 7118])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "The scene begins with a medium shot of a busy animation studio at eye level, the camera beginning a slow, deliberate push-in. Under the warm, focused glow of a single desk lamp, blending with the cool, vibrant light of computer monitors, several animators work intently at their cluttered workstations, their movements a quiet symphony of creation. As the camera slides forward, the background figures and storyboards pinned to the wall soften into a soft blur, narrowing the focus to a man in the foreground, hunched over his digital drawing tablet. He wears a simple, dark gray, crew-neck T-shirt, his posture a testament to his complete concentration on his craft. The camera continues to move, steadily closing the distance until it reaches a tight, profile close-up. In this intimate final frame, every detail is magnified: the intense concentration in his dark eyes, capturing the flicker of the colorful characters he meticulously crafts on screen; the subtle wrinkles in his forehead; the way his lips part slightly in focus; the precise and swift movements of his hand as his stylus dances across the tablet's surface, building lines and colors with expert ease, capturing the pure, undisturbed flow of art.", + "seed": 24216, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_0/index_7118_seed_24216_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.030082159489393235, + "vlm_logprob": -0.030082159489393235, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.030082159489393235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05685240775346756 + ], + "opposite_logprob_tokens": [ + -2.931852340698242 + ], + "logprob_reward": -0.05685240775346756, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05685240775346756, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6231034398078918, + 0.0788048505783081, + 0.039109956473112106, + 0.0565667599439621, + 0.016155457124114037, + 0.025503134354948997, + 0.05932731553912163, + 0.019522223621606827, + 0.035984281450510025, + 0.04592261090874672 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.05685240775346756 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828058555722237 + ], + "opposite_logprob_tokens": [ + -3.5298280715942383 + ], + "logprob_reward": -0.029828058555722237, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828058555722237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2019304484128952, + 0.1127653643488884, + 0.035481806844472885, + 0.06533147394657135, + 0.13615252077579498, + 0.05557964742183685, + 0.16533631086349487, + 0.10755899548530579, + 0.06574853509664536, + 0.05411490052938461 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.029828058555722237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005959954112768173 + ], + "opposite_logprob_tokens": [ + -5.130959987640381 + ], + "logprob_reward": -0.005959954112768173, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005959954112768173, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.45815151929855347, + 0.09826390445232391, + 0.05014582723379135, + 0.028929339721798897, + 0.06128975749015808, + 0.03258989378809929, + 0.06102393567562103, + 0.04370872676372528, + 0.06547045707702637, + 0.10042662173509598 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.005959954112768173 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495147779583931 + ], + "opposite_logprob_tokens": [ + -2.9299514293670654 + ], + "logprob_reward": -0.05495147779583931, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495147779583931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1904100775718689, + 0.09735532104969025, + 0.02052164077758789, + 0.027010368183255196, + 0.05384901538491249, + 0.08309901505708694, + 0.07051259279251099, + 0.10221493989229202, + 0.20802922546863556, + 0.1469978243112564 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.05495147779583931 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818899229168892 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.002818899229168892, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818899229168892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08683217316865921, + 0.07390992343425751, + 0.02955828793346882, + 0.04134555160999298, + 0.0627693310379982, + 0.052183233201503754, + 0.18410785496234894, + 0.07766009867191315, + 0.1514676958322525, + 0.24016590416431427 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.002818899229168892 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a medium shot of a busy animation studio at eye level, the camera beginning a slow, deliberate push-in. Under the warm, focused glow of a single desk lamp, blending with the cool, vibrant light of computer monitors, several animators work intently at their cluttered workstations, their movements a quiet symphony of creation. As the camera slides forward, the background figures and storyboards pinned to the wall soften into a soft blur, narrowing the focus to a man in the foreground, hunched over his digital drawing tablet. He wears a simple, dark gray, crew-neck T-shirt, his posture a testament to his complete concentration on his craft. The camera continues to move, steadily closing the distance until it reaches a tight, profile close-up. In this intimate final frame, every detail is magnified: the intense concentration in his dark eyes, capturing the flicker of the colorful characters he meticulously crafts on screen; the subtle wrinkles in his forehead; the way his lips part slightly in focus; the precise and swift movements of his hand as his stylus dances across the tablet's surface, building lines and colors with expert ease, capturing the pure, undisturbed flow of art.", + "seed": 24217, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_0/index_7118_seed_24217_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09183828961104154, + "vlm_logprob": -0.09183828961104154, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.09183828961104154, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3148318827152252 + ], + "opposite_logprob_tokens": [ + -1.3148318529129028 + ], + "logprob_reward": -0.3148318827152252, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3148318827152252, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.290759801864624, + 0.05754676088690758, + 0.08762355148792267, + 0.07574498653411865, + 0.23177874088287354, + 0.06728687137365341, + 0.051029399037361145, + 0.04845678433775902, + 0.03781615197658539, + 0.05195695906877518 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.3148318827152252 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062069572508335114 + ], + "opposite_logprob_tokens": [ + -2.8120696544647217 + ], + "logprob_reward": -0.062069572508335114, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062069572508335114, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15343889594078064, + 0.06318087875843048, + 0.07568907737731934, + 0.13492734730243683, + 0.21383918821811676, + 0.04872238636016846, + 0.05083635076880455, + 0.037978723645210266, + 0.141143336892128, + 0.08024377375841141 + ], + "top_frames": [ + 4, + 0, + 8 + ], + "selected_reward": -0.062069572508335114 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007641016039997339 + ], + "opposite_logprob_tokens": [ + -4.882640838623047 + ], + "logprob_reward": -0.007641016039997339, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007641016039997339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17450885474681854, + 0.2297517955303192, + 0.07004261016845703, + 0.06492315977811813, + 0.12781646847724915, + 0.04160892963409424, + 0.07578884065151215, + 0.0884162038564682, + 0.05178416147828102, + 0.07535896450281143 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.007641016039997339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001236826181412 + ], + "opposite_logprob_tokens": [ + -2.695012331008911 + ], + "logprob_reward": -0.07001236826181412, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001236826181412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15893936157226562, + 0.09552055597305298, + 0.34851938486099243, + 0.032124411314725876, + 0.03502386435866356, + 0.042288754135370255, + 0.059532638639211655, + 0.10950952023267746, + 0.031450215727090836, + 0.08709123730659485 + ], + "top_frames": [ + 2, + 0, + 7 + ], + "selected_reward": -0.07001236826181412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636608529835939 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636608529835939, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636608529835939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27790987491607666, + 0.03711162880063057, + 0.049577098339796066, + 0.06598006188869476, + 0.07394419610500336, + 0.04296305775642395, + 0.0475427471101284, + 0.04474896192550659, + 0.14156652987003326, + 0.21865588426589966 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.004636608529835939 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a medium shot of a busy animation studio at eye level, the camera beginning a slow, deliberate push-in. Under the warm, focused glow of a single desk lamp, blending with the cool, vibrant light of computer monitors, several animators work intently at their cluttered workstations, their movements a quiet symphony of creation. As the camera slides forward, the background figures and storyboards pinned to the wall soften into a soft blur, narrowing the focus to a man in the foreground, hunched over his digital drawing tablet. He wears a simple, dark gray, crew-neck T-shirt, his posture a testament to his complete concentration on his craft. The camera continues to move, steadily closing the distance until it reaches a tight, profile close-up. In this intimate final frame, every detail is magnified: the intense concentration in his dark eyes, capturing the flicker of the colorful characters he meticulously crafts on screen; the subtle wrinkles in his forehead; the way his lips part slightly in focus; the precise and swift movements of his hand as his stylus dances across the tablet's surface, building lines and colors with expert ease, capturing the pure, undisturbed flow of art.", + "seed": 24218, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_0/index_7118_seed_24218_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1407292707823217, + "vlm_logprob": -0.1407292707823217, + "vlm_yes_no_margin": 3.45, + "vlm_token_credit": -0.1407292707823217, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6338956952095032 + ], + "opposite_logprob_tokens": [ + -0.7588956952095032 + ], + "logprob_reward": -0.6338956952095032, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6338956952095032, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24096854031085968, + 0.07040228694677353, + 0.060163747519254684, + 0.05312158912420273, + 0.1342366635799408, + 0.04409722238779068, + 0.07692216336727142, + 0.2055155336856842, + 0.07222120463848114, + 0.042350973933935165 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.6338956952095032 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029828984290361404 + ], + "opposite_logprob_tokens": [ + -3.5298290252685547 + ], + "logprob_reward": -0.029828984290361404, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029828984290361404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.032853398472070694, + 0.007529797498136759, + 0.01566080003976822, + 0.009045394137501717, + 0.01720583625137806, + 0.008076322264969349, + 0.013466977514326572, + 0.7739751935005188, + 0.03702951595187187, + 0.08515673130750656 + ], + "top_frames": [ + 7, + 9, + 8 + ], + "selected_reward": -0.029828984290361404 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595355499535799 + ], + "opposite_logprob_tokens": [ + -5.130953788757324 + ], + "logprob_reward": -0.00595355499535799, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595355499535799, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2609637379646301, + 0.1048147901892662, + 0.044344302266836166, + 0.09808112680912018, + 0.036474842578172684, + 0.0247824564576149, + 0.03505201265215874, + 0.3153565227985382, + 0.043944619596004486, + 0.03618558123707771 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.00595355499535799 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0263423640280962 + ], + "opposite_logprob_tokens": [ + -3.6513423919677734 + ], + "logprob_reward": -0.0263423640280962, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.0263423640280962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02942086011171341, + 0.009891523979604244, + 0.02341439574956894, + 0.015807703137397766, + 0.02414250187575817, + 0.012524115853011608, + 0.04776027798652649, + 0.7419304847717285, + 0.06159980222582817, + 0.033508338034152985 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.0263423640280962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762575538828969 + ], + "opposite_logprob_tokens": [ + -4.882625579833984 + ], + "logprob_reward": -0.00762575538828969, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762575538828969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08290886878967285, + 0.011984732002019882, + 0.025098510086536407, + 0.01684475876390934, + 0.015362981706857681, + 0.03243601694703102, + 0.05891767516732216, + 0.45447003841400146, + 0.06636045128107071, + 0.23561592400074005 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.00762575538828969 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "The scene begins with a medium shot of a busy animation studio at eye level, the camera beginning a slow, deliberate push-in. Under the warm, focused glow of a single desk lamp, blending with the cool, vibrant light of computer monitors, several animators work intently at their cluttered workstations, their movements a quiet symphony of creation. As the camera slides forward, the background figures and storyboards pinned to the wall soften into a soft blur, narrowing the focus to a man in the foreground, hunched over his digital drawing tablet. He wears a simple, dark gray, crew-neck T-shirt, his posture a testament to his complete concentration on his craft. The camera continues to move, steadily closing the distance until it reaches a tight, profile close-up. In this intimate final frame, every detail is magnified: the intense concentration in his dark eyes, capturing the flicker of the colorful characters he meticulously crafts on screen; the subtle wrinkles in his forehead; the way his lips part slightly in focus; the precise and swift movements of his hand as his stylus dances across the tablet's surface, building lines and colors with expert ease, capturing the pure, undisturbed flow of art.", + "seed": 24219, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_0/index_7118_seed_24219_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.024628189764916895, + "vlm_logprob": -0.024628189764916895, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.024628189764916895, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05684441328048706 + ], + "opposite_logprob_tokens": [ + -2.931844472885132 + ], + "logprob_reward": -0.05684441328048706, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05684441328048706, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3102162778377533, + 0.11467945575714111, + 0.10276837646961212, + 0.06273394823074341, + 0.13884738087654114, + 0.05364761874079704, + 0.05804339423775673, + 0.06240108981728554, + 0.061757028102874756, + 0.03490550443530083 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.05684441328048706 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03372852876782417 + ], + "opposite_logprob_tokens": [ + -3.40872859954834 + ], + "logprob_reward": -0.03372852876782417, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03372852876782417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14045965671539307, + 0.04040340334177017, + 0.06515061110258102, + 0.03933025151491165, + 0.07699942588806152, + 0.04150691255927086, + 0.08606941998004913, + 0.12204350531101227, + 0.25136083364486694, + 0.13667599856853485 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.03372852876782417 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004646931774914265 + ], + "opposite_logprob_tokens": [ + -5.3796467781066895 + ], + "logprob_reward": -0.004646931774914265, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004646931774914265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49161452054977417, + 0.08199670165777206, + 0.10327529907226562, + 0.03998448699712753, + 0.037882182747125626, + 0.02434394881129265, + 0.06422144919633865, + 0.03156702220439911, + 0.07222694903612137, + 0.0528874471783638 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.004646931774914265 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023284347727894783 + ], + "opposite_logprob_tokens": [ + -3.773284435272217 + ], + "logprob_reward": -0.023284347727894783, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023284347727894783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10737477988004684, + 0.11805577576160431, + 0.07838315516710281, + 0.05325824022293091, + 0.04671585559844971, + 0.08591262996196747, + 0.30485621094703674, + 0.06526706367731094, + 0.10481321066617966, + 0.0353630930185318 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.023284347727894783 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a busy animation studio with animators working at cluttered workstations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera begin with a medium shot at eye level and perform a slow push-in?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the lighting a blend of a warm desk lamp and cool light from computer monitors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the main character a man wearing a dark gray crew-neck T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video end with a tight profile close-up showing the man's hand using a stylus on a digital drawing tablet?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004636727273464203 + ], + "opposite_logprob_tokens": [ + -5.379636764526367 + ], + "logprob_reward": -0.004636727273464203, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004636727273464203, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11161652207374573, + 0.04892516881227493, + 0.036815498024225235, + 0.030047360807657242, + 0.08785279095172882, + 0.09195802360773087, + 0.17865942418575287, + 0.080309197306633, + 0.2316855937242508, + 0.10213044285774231 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.004636727273464203 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_10/index_tensor([3159, 3159])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_10/index_tensor([3159, 3159])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..c6188e4ddf8b3e789e74376d5c79e816851e6102 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_10/index_tensor([3159, 3159])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a level angle, slowly pans forward, focusing on a young man in a classically Chinese cottage. He has short, jet-black hair, a few strands casually falling across his forehead. His delicate face is adorned with eyes filled with curiosity and a hint of disbelief. He wears a simple, light gray cotton and linen gown with naturally pleated texture. He stands before an antique mahogany standing mirror, its frame intricately carved with cloud patterns. A soft ray of morning light slants through the carved window lattices nearby, casting dappled shadows on the rustic wooden floor and illuminating the tiny particles of dust floating in the air. He slowly extends his right hand, his fingertips carefully touching the cold mirror. The moment they make contact, the hard surface ripples slowly, like the surface of calm water. A soft, luminous, milky white light emanates from the point of contact, gently enveloping his fingers and illuminating his lips, which are slightly parted in wonder. Inside the mirror, the scene that once reflected the cabin has completely vanished, replaced by a magnificent spectacle of an ancient continent: massive mountains looming in a sea of clouds, towering trees of bizarre shapes reaching the sky, and the colossal figure of a mythical beast slowly moving faintly on the distant skyline. The entire scene, rendered in a hyperrealistic style with a cinematic quality, displays incredibly realistic skin details and environmental textures. The interweaving of natural light and the fantastical light reflected in the mirror creates a tranquil, mysterious, and awe-inspiring visual atmosphere.", + "seed": 28508, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_10/index_3159_seed_28508_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027054458484053613, + "vlm_logprob": -0.027054458484053613, + "vlm_yes_no_margin": 4.225, + "vlm_token_credit": -0.027054458484053613, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07043686509132385 + ], + "opposite_logprob_tokens": [ + -2.695436954498291 + ], + "logprob_reward": -0.07043686509132385, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07043686509132385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11777405440807343, + 0.07745227962732315, + 0.06294761598110199, + 0.08931192755699158, + 0.09174132347106934, + 0.07417959719896317, + 0.07737231999635696, + 0.022180680185556412, + 0.24796906113624573, + 0.13907109200954437 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.07043686509132385 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04307219386100769 + ], + "opposite_logprob_tokens": [ + -3.16807222366333 + ], + "logprob_reward": -0.04307219386100769, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04307219386100769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07239191234111786, + 0.03131692484021187, + 0.04355012625455856, + 0.03311990574002266, + 0.41357824206352234, + 0.16800230741500854, + 0.03180563449859619, + 0.02099982462823391, + 0.09200581163167953, + 0.0932292491197586 + ], + "top_frames": [ + 4, + 5, + 9 + ], + "selected_reward": -0.04307219386100769 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978624727576971 + ], + "opposite_logprob_tokens": [ + -4.634786128997803 + ], + "logprob_reward": -0.00978624727576971, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978624727576971, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1400284618139267, + 0.06487592309713364, + 0.12734460830688477, + 0.06743796169757843, + 0.25466498732566833, + 0.05890645459294319, + 0.09765312820672989, + 0.03032575361430645, + 0.10730437934398651, + 0.051458291709423065 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.00978624727576971 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021968772634863853 + ], + "opposite_logprob_tokens": [ + -6.127196788787842 + ], + "logprob_reward": -0.0021968772634863853, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021968772634863853, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09861403703689575, + 0.07740140706300735, + 0.08487167954444885, + 0.060767848044633865, + 0.11811909079551697, + 0.2677988111972809, + 0.036152902990579605, + 0.11061851680278778, + 0.09173741191625595, + 0.05391831323504448 + ], + "top_frames": [ + 5, + 4, + 7 + ], + "selected_reward": -0.0021968772634863853 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978010892868042 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.00978010892868042, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978010892868042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07047737389802933, + 0.03896584361791611, + 0.09136705845594406, + 0.031932998448610306, + 0.11947958916425705, + 0.16852258145809174, + 0.049318358302116394, + 0.16016548871994019, + 0.14485901594161987, + 0.12491166591644287 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.00978010892868042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly pans forward, focusing on a young man in a classically Chinese cottage. He has short, jet-black hair, a few strands casually falling across his forehead. His delicate face is adorned with eyes filled with curiosity and a hint of disbelief. He wears a simple, light gray cotton and linen gown with naturally pleated texture. He stands before an antique mahogany standing mirror, its frame intricately carved with cloud patterns. A soft ray of morning light slants through the carved window lattices nearby, casting dappled shadows on the rustic wooden floor and illuminating the tiny particles of dust floating in the air. He slowly extends his right hand, his fingertips carefully touching the cold mirror. The moment they make contact, the hard surface ripples slowly, like the surface of calm water. A soft, luminous, milky white light emanates from the point of contact, gently enveloping his fingers and illuminating his lips, which are slightly parted in wonder. Inside the mirror, the scene that once reflected the cabin has completely vanished, replaced by a magnificent spectacle of an ancient continent: massive mountains looming in a sea of clouds, towering trees of bizarre shapes reaching the sky, and the colossal figure of a mythical beast slowly moving faintly on the distant skyline. The entire scene, rendered in a hyperrealistic style with a cinematic quality, displays incredibly realistic skin details and environmental textures. The interweaving of natural light and the fantastical light reflected in the mirror creates a tranquil, mysterious, and awe-inspiring visual atmosphere.", + "seed": 28509, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_10/index_3159_seed_28509_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04354293718934059, + "vlm_logprob": -0.04354293718934059, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.04354293718934059, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12867946922779083 + ], + "opposite_logprob_tokens": [ + -2.1286795139312744 + ], + "logprob_reward": -0.12867946922779083, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12867946922779083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16812288761138916, + 0.06117698922753334, + 0.057437483221292496, + 0.04593450948596001, + 0.13738438487052917, + 0.1092609390616417, + 0.056349173188209534, + 0.15832997858524323, + 0.05469631776213646, + 0.1513073593378067 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.12867946922779083 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04870723560452461 + ], + "opposite_logprob_tokens": [ + -3.0487072467803955 + ], + "logprob_reward": -0.04870723560452461, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04870723560452461, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18884512782096863, + 0.09922648966312408, + 0.18423186242580414, + 0.056516632437705994, + 0.14496713876724243, + 0.04588044434785843, + 0.0318976528942585, + 0.10394293814897537, + 0.04901402071118355, + 0.09547767788171768 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.04870723560452461 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956161767244339 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956161767244339, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956161767244339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11951260268688202, + 0.06999664008617401, + 0.06921990215778351, + 0.05980711802840233, + 0.06897138804197311, + 0.2417072057723999, + 0.0283769890666008, + 0.14446961879730225, + 0.06166753172874451, + 0.13627110421657562 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.005956161767244339 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107768900692463 + ], + "opposite_logprob_tokens": [ + -4.511077880859375 + ], + "logprob_reward": -0.01107768900692463, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107768900692463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08240488916635513, + 0.027266312390565872, + 0.05163658782839775, + 0.0709453895688057, + 0.03631355240941048, + 0.057364460080862045, + 0.06910892575979233, + 0.20926479995250702, + 0.08060675859451294, + 0.3150883615016937 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.01107768900692463 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294130340218544 + ], + "opposite_logprob_tokens": [ + -3.77329421043396 + ], + "logprob_reward": -0.023294130340218544, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294130340218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0696675106883049, + 0.03414888307452202, + 0.039332497864961624, + 0.04438211768865585, + 0.06529205292463303, + 0.3149605989456177, + 0.07392270863056183, + 0.18819446861743927, + 0.07468963414430618, + 0.09540951251983643 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.023294130340218544 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly pans forward, focusing on a young man in a classically Chinese cottage. He has short, jet-black hair, a few strands casually falling across his forehead. His delicate face is adorned with eyes filled with curiosity and a hint of disbelief. He wears a simple, light gray cotton and linen gown with naturally pleated texture. He stands before an antique mahogany standing mirror, its frame intricately carved with cloud patterns. A soft ray of morning light slants through the carved window lattices nearby, casting dappled shadows on the rustic wooden floor and illuminating the tiny particles of dust floating in the air. He slowly extends his right hand, his fingertips carefully touching the cold mirror. The moment they make contact, the hard surface ripples slowly, like the surface of calm water. A soft, luminous, milky white light emanates from the point of contact, gently enveloping his fingers and illuminating his lips, which are slightly parted in wonder. Inside the mirror, the scene that once reflected the cabin has completely vanished, replaced by a magnificent spectacle of an ancient continent: massive mountains looming in a sea of clouds, towering trees of bizarre shapes reaching the sky, and the colossal figure of a mythical beast slowly moving faintly on the distant skyline. The entire scene, rendered in a hyperrealistic style with a cinematic quality, displays incredibly realistic skin details and environmental textures. The interweaving of natural light and the fantastical light reflected in the mirror creates a tranquil, mysterious, and awe-inspiring visual atmosphere.", + "seed": 28510, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_10/index_3159_seed_28510_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.032475640252232554, + "vlm_logprob": -0.032475640252232554, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.032475640252232554, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.056863557547330856 + ], + "opposite_logprob_tokens": [ + -2.93186354637146 + ], + "logprob_reward": -0.056863557547330856, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.056863557547330856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4004864990711212, + 0.1053532138466835, + 0.08525720983743668, + 0.06290631741285324, + 0.049215998500585556, + 0.017322877421975136, + 0.03662624955177307, + 0.0347389318048954, + 0.08728010952472687, + 0.12081263959407806 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.056863557547330856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869883507490158 + ], + "opposite_logprob_tokens": [ + -3.048698902130127 + ], + "logprob_reward": -0.04869883507490158, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869883507490158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09849447011947632, + 0.05660247057676315, + 0.2907097339630127, + 0.39982837438583374, + 0.053850967437028885, + 0.01644006557762623, + 0.015366185456514359, + 0.018788905814290047, + 0.02887910231947899, + 0.021039726212620735 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.04869883507490158 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636639289557934 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636639289557934, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636639289557934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2930915057659149, + 0.042844150215387344, + 0.08519124239683151, + 0.2776798605918884, + 0.037127383053302765, + 0.044344063848257065, + 0.04774460196495056, + 0.06610732525587082, + 0.08054858446121216, + 0.025321317836642265 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.007636639289557934 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011075212620198727 + ], + "opposite_logprob_tokens": [ + -4.511075019836426 + ], + "logprob_reward": -0.011075212620198727, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011075212620198727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1823834329843521, + 0.044593047350645065, + 0.07268641889095306, + 0.19979888200759888, + 0.02051376923918724, + 0.03354857116937637, + 0.05051853135228157, + 0.14596083760261536, + 0.14891384541988373, + 0.10108266025781631 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.011075212620198727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810395672917366 + ], + "opposite_logprob_tokens": [ + -3.2881040573120117 + ], + "logprob_reward": -0.03810395672917366, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810395672917366, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12383226305246353, + 0.02650259993970394, + 0.055233072489500046, + 0.39893728494644165, + 0.018493378534913063, + 0.021593216806650162, + 0.06392143666744232, + 0.10432867705821991, + 0.10687286406755447, + 0.08028516173362732 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.03810395672917366 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a level angle, slowly pans forward, focusing on a young man in a classically Chinese cottage. He has short, jet-black hair, a few strands casually falling across his forehead. His delicate face is adorned with eyes filled with curiosity and a hint of disbelief. He wears a simple, light gray cotton and linen gown with naturally pleated texture. He stands before an antique mahogany standing mirror, its frame intricately carved with cloud patterns. A soft ray of morning light slants through the carved window lattices nearby, casting dappled shadows on the rustic wooden floor and illuminating the tiny particles of dust floating in the air. He slowly extends his right hand, his fingertips carefully touching the cold mirror. The moment they make contact, the hard surface ripples slowly, like the surface of calm water. A soft, luminous, milky white light emanates from the point of contact, gently enveloping his fingers and illuminating his lips, which are slightly parted in wonder. Inside the mirror, the scene that once reflected the cabin has completely vanished, replaced by a magnificent spectacle of an ancient continent: massive mountains looming in a sea of clouds, towering trees of bizarre shapes reaching the sky, and the colossal figure of a mythical beast slowly moving faintly on the distant skyline. The entire scene, rendered in a hyperrealistic style with a cinematic quality, displays incredibly realistic skin details and environmental textures. The interweaving of natural light and the fantastical light reflected in the mirror creates a tranquil, mysterious, and awe-inspiring visual atmosphere.", + "seed": 28511, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_10/index_3159_seed_28511_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.011690636398270726, + "vlm_logprob": -0.011690636398270726, + "vlm_yes_no_margin": 4.724999952316284, + "vlm_token_credit": -0.011690636398270726, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.015134151093661785 + ], + "opposite_logprob_tokens": [ + -4.265134334564209 + ], + "logprob_reward": -0.015134151093661785, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.015134151093661785, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11631624400615692, + 0.0783456414937973, + 0.03482111915946007, + 0.028892522677779198, + 0.02681742049753666, + 0.5000594854354858, + 0.0717240571975708, + 0.048299819231033325, + 0.0703105553984642, + 0.024413185194134712 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.015134151093661785 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207672983407974 + ], + "opposite_logprob_tokens": [ + -4.018207550048828 + ], + "logprob_reward": -0.018207672983407974, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018207672983407974, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07192454487085342, + 0.021252136677503586, + 0.01438137050718069, + 0.12360458076000214, + 0.03823961690068245, + 0.41339927911758423, + 0.15745654702186584, + 0.1044512465596199, + 0.02675178088247776, + 0.02853890135884285 + ], + "top_frames": [ + 5, + 6, + 3 + ], + "selected_reward": -0.018207672983407974 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004099537618458271 + ], + "opposite_logprob_tokens": [ + -5.504099369049072 + ], + "logprob_reward": -0.004099537618458271, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004099537618458271, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.014955194666981697, + 0.030094532296061516, + 0.009418959729373455, + 0.012607130222022533, + 0.014769641682505608, + 0.5910559892654419, + 0.13671787083148956, + 0.03280583396553993, + 0.14228735864162445, + 0.015287421643733978 + ], + "top_frames": [ + 5, + 8, + 6 + ], + "selected_reward": -0.004099537618458271 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028187802527099848 + ], + "opposite_logprob_tokens": [ + -5.877818584442139 + ], + "logprob_reward": -0.0028187802527099848, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028187802527099848, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.072117879986763, + 0.035252977162599564, + 0.015983866527676582, + 0.024075442925095558, + 0.03687470033764839, + 0.4868770241737366, + 0.0715908631682396, + 0.08894412219524384, + 0.08056815713644028, + 0.08771499991416931 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.0028187802527099848 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium shot of a young man with short, jet-black hair in a classically Chinese cottage?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, light gray cotton and linen gown with naturally pleated texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man slowly extend his right hand to touch an antique mahogany standing mirror with cloud-patterned carvings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the mirror surface ripple like water and emit a soft, luminous, milky white light upon contact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly pan forward from a level angle while the mirror reflects an ancient continent with mountains, bizarre trees, and a mythical beast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018193040043115616 + ], + "opposite_logprob_tokens": [ + -4.018193244934082 + ], + "logprob_reward": -0.018193040043115616, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018193040043115616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04322144761681557, + 0.1178804263472557, + 0.015497252345085144, + 0.03420715406537056, + 0.031469374895095825, + 0.3098645806312561, + 0.05819987878203392, + 0.18798191845417023, + 0.14353348314762115, + 0.058144498616456985 + ], + "top_frames": [ + 5, + 7, + 8 + ], + "selected_reward": -0.018193040043115616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_13/index_tensor([5715, 5715])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_13/index_tensor([5715, 5715])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..1cb0dae3a47868326f337e2c69dd3edef915c31e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_13/index_tensor([5715, 5715])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide, long shot, with a smooth, drone-like tracking perspective, descends from a height, following an astronaut on a surreal lunar skiing adventure. The astronaut, clad in a streamlined white spacesuit embellished with silver and electric blue stripes, exudes both professionalism and sportiness. He wears a panoramic helmet with a gold-coated visor, which clearly reflects the radiant starry sky and the distant silhouette of Earth. He pushes decisively off the steep, silver-gray lip of a lunar crater, leaning forward. His movements appear light and fluid in the moon's low gravity. His wide, custom-made skis, made of carbon fiber composite, glide through the fine lunar dust, leaving behind a dreamy, slowly drifting silver trail that stands out against the inky blackness. As he deftly glides past several other astronauts casually chatting in a gentle area of the lunar resort, the camera follows closely, capturing the moment he leaps from a natural slope, his body forming a graceful arc in the air. At this moment, the entire composition is framed by the vast expanse of the universe. The vast, blue-and-white Earth hangs quietly in the darkness like a magnificent jewel, shimmering against a myriad of stars as clear and sparkling as diamonds. The entire scene is illuminated by the soft blue light of the Earth and the cool white radiance of the stars, creating a complex, cool-toned effect on the spacesuit and the lunar surface, creating a grand, tranquil, and futuristic atmosphere of fantasy and adventure.", + "seed": 27976, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_13/index_5715_seed_27976_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20265389196574687, + "vlm_logprob": -0.20265389196574687, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.20265389196574687, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02380562759935856 + ], + "opposite_logprob_tokens": [ + -3.773805618286133 + ], + "logprob_reward": -0.02380562759935856, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02380562759935856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08866440504789352, + 0.05896187201142311, + 0.12553152441978455, + 0.13967899978160858, + 0.2930622696876526, + 0.043331123888492584, + 0.0650576576590538, + 0.03592764958739281, + 0.07776136696338654, + 0.07202313095331192 + ], + "top_frames": [ + 4, + 3, + 2 + ], + "selected_reward": -0.02380562759935856 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868236929178238 + ], + "opposite_logprob_tokens": [ + -3.048682451248169 + ], + "logprob_reward": -0.04868236929178238, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868236929178238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12437614053487778, + 0.03015204332768917, + 0.07759840786457062, + 0.083603136241436, + 0.4885294735431671, + 0.0257276464253664, + 0.02720062807202339, + 0.02195127122104168, + 0.06587014347314835, + 0.054991137236356735 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.04868236929178238 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026361405849456787 + ], + "opposite_logprob_tokens": [ + -3.6513614654541016 + ], + "logprob_reward": -0.026361405849456787, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026361405849456787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0647888109087944, + 0.08658485859632492, + 0.05529923364520073, + 0.06378161162137985, + 0.47730469703674316, + 0.055584847927093506, + 0.03322404623031616, + 0.05416211485862732, + 0.06973718106746674, + 0.03953254222869873 + ], + "top_frames": [ + 4, + 1, + 8 + ], + "selected_reward": -0.026361405849456787 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8983529806137085 + ], + "opposite_logprob_tokens": [ + -0.5233529806137085 + ], + "logprob_reward": -0.8983529806137085, + "yes_no_margin_reward": -0.375, + "token_credit_reward": -0.8983529806137085, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.23445245623588562, + 0.020665310323238373, + 0.09029172360897064, + 0.028393125161528587, + 0.44408118724823, + 0.04253849387168884, + 0.017555002123117447, + 0.041246164590120316, + 0.03168376162648201, + 0.049092795699834824 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.8983529806137085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067076474428177 + ], + "opposite_logprob_tokens": [ + -4.141067028045654 + ], + "logprob_reward": -0.016067076474428177, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067076474428177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21978047490119934, + 0.017402533441781998, + 0.03278447315096855, + 0.02665896527469158, + 0.4953400194644928, + 0.026232102885842323, + 0.02245628833770752, + 0.045960985124111176, + 0.03722040355205536, + 0.07616373896598816 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.016067076474428177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + }, + { + "prompt": "wide, long shot, with a smooth, drone-like tracking perspective, descends from a height, following an astronaut on a surreal lunar skiing adventure. The astronaut, clad in a streamlined white spacesuit embellished with silver and electric blue stripes, exudes both professionalism and sportiness. He wears a panoramic helmet with a gold-coated visor, which clearly reflects the radiant starry sky and the distant silhouette of Earth. He pushes decisively off the steep, silver-gray lip of a lunar crater, leaning forward. His movements appear light and fluid in the moon's low gravity. His wide, custom-made skis, made of carbon fiber composite, glide through the fine lunar dust, leaving behind a dreamy, slowly drifting silver trail that stands out against the inky blackness. As he deftly glides past several other astronauts casually chatting in a gentle area of the lunar resort, the camera follows closely, capturing the moment he leaps from a natural slope, his body forming a graceful arc in the air. At this moment, the entire composition is framed by the vast expanse of the universe. The vast, blue-and-white Earth hangs quietly in the darkness like a magnificent jewel, shimmering against a myriad of stars as clear and sparkling as diamonds. The entire scene is illuminated by the soft blue light of the Earth and the cool white radiance of the stars, creating a complex, cool-toned effect on the spacesuit and the lunar surface, creating a grand, tranquil, and futuristic atmosphere of fantasy and adventure.", + "seed": 27977, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_13/index_5715_seed_27977_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.15910097509622573, + "vlm_logprob": -0.15910097509622573, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.15910097509622573, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.031339194625616074 + ], + "opposite_logprob_tokens": [ + -3.531339168548584 + ], + "logprob_reward": -0.031339194625616074, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.031339194625616074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27490532398223877, + 0.07306715101003647, + 0.05450322479009628, + 0.03693464770913124, + 0.04279232397675514, + 0.03950762003660202, + 0.04741004854440689, + 0.07173019647598267, + 0.08536820858716965, + 0.2737812399864197 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.031339194625616074 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006505131721497 + ], + "opposite_logprob_tokens": [ + -2.6950650215148926 + ], + "logprob_reward": -0.07006505131721497, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006505131721497, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24036805331707, + 0.06344585865736008, + 0.10366948693990707, + 0.10571694374084473, + 0.05284672603011131, + 0.0575275756418705, + 0.0635283812880516, + 0.0805978998541832, + 0.04866930842399597, + 0.1836298257112503 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.07006505131721497 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869270324707031 + ], + "opposite_logprob_tokens": [ + -3.0486927032470703 + ], + "logprob_reward": -0.04869270324707031, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869270324707031, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1341579109430313, + 0.06028221547603607, + 0.0790187269449234, + 0.09812035411596298, + 0.08429122716188431, + 0.07375625520944595, + 0.05919933691620827, + 0.17016102373600006, + 0.05037235841155052, + 0.1906406134366989 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.04869270324707031 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.632867157459259 + ], + "opposite_logprob_tokens": [ + -0.757867157459259 + ], + "logprob_reward": -0.632867157459259, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.632867157459259, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08016577363014221, + 0.051204584538936615, + 0.03587647154927254, + 0.08123239874839783, + 0.053142402321100235, + 0.05323584005236626, + 0.043422650545835495, + 0.06487603485584259, + 0.06842564791440964, + 0.4684181213378906 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.632867157459259 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012540768831968307 + ], + "opposite_logprob_tokens": [ + -4.387540817260742 + ], + "logprob_reward": -0.012540768831968307, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012540768831968307, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14542202651500702, + 0.07669925689697266, + 0.20430628955364227, + 0.1007642149925232, + 0.05042005702853203, + 0.050110384821891785, + 0.0542362779378891, + 0.11036210507154465, + 0.04152738302946091, + 0.1661520004272461 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.012540768831968307 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, long shot, with a smooth, drone-like tracking perspective, descends from a height, following an astronaut on a surreal lunar skiing adventure. The astronaut, clad in a streamlined white spacesuit embellished with silver and electric blue stripes, exudes both professionalism and sportiness. He wears a panoramic helmet with a gold-coated visor, which clearly reflects the radiant starry sky and the distant silhouette of Earth. He pushes decisively off the steep, silver-gray lip of a lunar crater, leaning forward. His movements appear light and fluid in the moon's low gravity. His wide, custom-made skis, made of carbon fiber composite, glide through the fine lunar dust, leaving behind a dreamy, slowly drifting silver trail that stands out against the inky blackness. As he deftly glides past several other astronauts casually chatting in a gentle area of the lunar resort, the camera follows closely, capturing the moment he leaps from a natural slope, his body forming a graceful arc in the air. At this moment, the entire composition is framed by the vast expanse of the universe. The vast, blue-and-white Earth hangs quietly in the darkness like a magnificent jewel, shimmering against a myriad of stars as clear and sparkling as diamonds. The entire scene is illuminated by the soft blue light of the Earth and the cool white radiance of the stars, creating a complex, cool-toned effect on the spacesuit and the lunar surface, creating a grand, tranquil, and futuristic atmosphere of fantasy and adventure.", + "seed": 27978, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_13/index_5715_seed_27978_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.17373290732502938, + "vlm_logprob": -0.17373290732502938, + "vlm_yes_no_margin": 2.449999976158142, + "vlm_token_credit": -0.17373290732502938, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04999839887022972 + ], + "opposite_logprob_tokens": [ + -3.0499982833862305 + ], + "logprob_reward": -0.04999839887022972, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04999839887022972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05419328436255455, + 0.08170333504676819, + 0.04944603890180588, + 0.5065028667449951, + 0.11095824092626572, + 0.05685649439692497, + 0.02768106199800968, + 0.06227859854698181, + 0.018844865262508392, + 0.03153526410460472 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.04999839887022972 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710222601890564 + ], + "opposite_logprob_tokens": [ + -2.1271021366119385 + ], + "logprob_reward": -0.12710222601890564, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.12710222601890564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13877971470355988, + 0.07874462753534317, + 0.024838272482156754, + 0.3755824863910675, + 0.08522258698940277, + 0.07133426517248154, + 0.07416898757219315, + 0.08098751306533813, + 0.020344793796539307, + 0.049996670335531235 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.12710222601890564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03812587261199951 + ], + "opposite_logprob_tokens": [ + -3.288125991821289 + ], + "logprob_reward": -0.03812587261199951, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03812587261199951, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08267585188150406, + 0.03777999430894852, + 0.025897851213812828, + 0.38599908351898193, + 0.09138833731412888, + 0.0830448567867279, + 0.05615060031414032, + 0.15367227792739868, + 0.01860182173550129, + 0.06478934735059738 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.03812587261199951 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6328537464141846 + ], + "opposite_logprob_tokens": [ + -0.7578537464141846 + ], + "logprob_reward": -0.6328537464141846, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6328537464141846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02753157913684845, + 0.013259120285511017, + 0.010699370875954628, + 0.6175408363342285, + 0.03138662129640579, + 0.013919861055910587, + 0.03507212921977043, + 0.20734556019306183, + 0.023891616612672806, + 0.019353291019797325 + ], + "top_frames": [ + 3, + 7, + 6 + ], + "selected_reward": -0.6328537464141846 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020584292709827423 + ], + "opposite_logprob_tokens": [ + -3.8955843448638916 + ], + "logprob_reward": -0.020584292709827423, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020584292709827423, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07884615659713745, + 0.05440699681639671, + 0.026255592703819275, + 0.4775739312171936, + 0.052558593451976776, + 0.1063804104924202, + 0.03436729311943054, + 0.09846434742212296, + 0.03014977276325226, + 0.04099688678979874 + ], + "top_frames": [ + 3, + 5, + 7 + ], + "selected_reward": -0.020584292709827423 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide, long shot, with a smooth, drone-like tracking perspective, descends from a height, following an astronaut on a surreal lunar skiing adventure. The astronaut, clad in a streamlined white spacesuit embellished with silver and electric blue stripes, exudes both professionalism and sportiness. He wears a panoramic helmet with a gold-coated visor, which clearly reflects the radiant starry sky and the distant silhouette of Earth. He pushes decisively off the steep, silver-gray lip of a lunar crater, leaning forward. His movements appear light and fluid in the moon's low gravity. His wide, custom-made skis, made of carbon fiber composite, glide through the fine lunar dust, leaving behind a dreamy, slowly drifting silver trail that stands out against the inky blackness. As he deftly glides past several other astronauts casually chatting in a gentle area of the lunar resort, the camera follows closely, capturing the moment he leaps from a natural slope, his body forming a graceful arc in the air. At this moment, the entire composition is framed by the vast expanse of the universe. The vast, blue-and-white Earth hangs quietly in the darkness like a magnificent jewel, shimmering against a myriad of stars as clear and sparkling as diamonds. The entire scene is illuminated by the soft blue light of the Earth and the cool white radiance of the stars, creating a complex, cool-toned effect on the spacesuit and the lunar surface, creating a grand, tranquil, and futuristic atmosphere of fantasy and adventure.", + "seed": 27979, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_13/index_5715_seed_27979_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.24437802881002427, + "vlm_logprob": -0.24437802881002427, + "vlm_yes_no_margin": 2.45, + "vlm_token_credit": -0.24437802881002427, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.030864248052239418 + ], + "opposite_logprob_tokens": [ + -3.5308642387390137 + ], + "logprob_reward": -0.030864248052239418, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.030864248052239418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2752865254878998, + 0.08072897046804428, + 0.06368529051542282, + 0.03246387839317322, + 0.03652500733733177, + 0.03174477070569992, + 0.0998196080327034, + 0.05123220756649971, + 0.09811943769454956, + 0.2303943932056427 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.030864248052239418 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062089625746011734 + ], + "opposite_logprob_tokens": [ + -2.812089681625366 + ], + "logprob_reward": -0.062089625746011734, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062089625746011734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20110030472278595, + 0.06074436753988266, + 0.05082135275006294, + 0.02577373944222927, + 0.020328925922513008, + 0.041338060051202774, + 0.023799961432814598, + 0.052656564861536026, + 0.3226254880428314, + 0.2008112370967865 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.062089625746011734 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04868168756365776 + ], + "opposite_logprob_tokens": [ + -3.0486817359924316 + ], + "logprob_reward": -0.04868168756365776, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04868168756365776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2601325809955597, + 0.09139420837163925, + 0.08965010195970535, + 0.05682135745882988, + 0.061463236808776855, + 0.0721164271235466, + 0.15231774747371674, + 0.06376500427722931, + 0.06441719830036163, + 0.08792220056056976 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.04868168756365776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.0539053678512573 + ], + "opposite_logprob_tokens": [ + -0.4289053976535797 + ], + "logprob_reward": -1.0539053678512573, + "yes_no_margin_reward": -0.625, + "token_credit_reward": -1.0539053678512573, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1621118038892746, + 0.09721511602401733, + 0.1527814418077469, + 0.08658623695373535, + 0.04414159059524536, + 0.13672463595867157, + 0.10903392732143402, + 0.09103488177061081, + 0.047717832028865814, + 0.07265251129865646 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -1.0539053678512573 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject an astronaut wearing a white spacesuit with silver and electric blue stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the astronaut wearing a panoramic helmet with a gold-coated visor reflecting the starry sky and Earth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the astronaut using wide, custom-made carbon fiber skis that leave a drifting silver trail in the lunar dust?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene include other astronauts casually chatting in the background while the main subject leaps from a crater slope?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth, drone-like tracking movement that descends from a height and follows the astronaut?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02634921483695507 + ], + "opposite_logprob_tokens": [ + -3.6513493061065674 + ], + "logprob_reward": -0.02634921483695507, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02634921483695507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15530800819396973, + 0.08826366066932678, + 0.19793963432312012, + 0.0410836823284626, + 0.03584519773721695, + 0.10641661286354065, + 0.03266356885433197, + 0.0478353314101696, + 0.18496917188167572, + 0.10967522114515305 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.02634921483695507 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_14/index_tensor([7832, 7832])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_14/index_tensor([7832, 7832])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..de0192a94e842b82d90ac9a92dce6af88eb43833 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_14/index_tensor([7832, 7832])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle close-up captures a warm-toned wooden school desk, its polished surface bathed in the soft, focused glow of an off-camera lamp. A standard white vinyl eraser falls into the frame. Rectangular and slightly worn, its angular edges showing faint graphite smudges. It plops onto the desk's surface with a soft, muffled impact, its flexible material momentarily compressing before bouncing once, a light yet energetic leap. After a brief tumble, the eraser gently yet decisively comes to rest next to an open spiral-bound notebook with a simple vellum cover and faintly blue-lined pages. The warm, directional light from the lamp creates soft, elongated shadows and highlights the subtle grain of the desk's texture and the eraser's matte finish, creating a realistic yet dynamic scene. The overall atmosphere is quiet, focused, and serene, capturing a simple, tangible moment in a tranquil learning environment.", + "seed": 2931, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_14/index_7832_seed_2931_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015687966160476206, + "vlm_logprob": -0.015687966160476206, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.015687966160476206, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007456093095242977 + ], + "opposite_logprob_tokens": [ + -5.382456302642822 + ], + "logprob_reward": -0.007456093095242977, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.007456093095242977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1290232092142105, + 0.28570812940597534, + 0.08670687675476074, + 0.1177147701382637, + 0.05836530774831772, + 0.07952222973108292, + 0.11490494757890701, + 0.04185883700847626, + 0.0456007719039917, + 0.04059489071369171 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.007456093095242977 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016101330518722534 + ], + "opposite_logprob_tokens": [ + -4.141101360321045 + ], + "logprob_reward": -0.016101330518722534, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016101330518722534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1681641936302185, + 0.12525804340839386, + 0.09151772409677505, + 0.04795046150684357, + 0.03355317935347557, + 0.20355208218097687, + 0.27365973591804504, + 0.010274689644575119, + 0.031015554443001747, + 0.015054354444146156 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.016101330518722534 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008646904490888119 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008646904490888119, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008646904490888119, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20549751818180084, + 0.30022844672203064, + 0.07389792799949646, + 0.14530472457408905, + 0.03525892645120621, + 0.02726326882839203, + 0.04690167307853699, + 0.06957890838384628, + 0.07460415363311768, + 0.021464381366968155 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.008646904490888119 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033701326698064804 + ], + "opposite_logprob_tokens": [ + -3.4087014198303223 + ], + "logprob_reward": -0.033701326698064804, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033701326698064804, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13032591342926025, + 0.3848174810409546, + 0.1844717115163803, + 0.06728561222553253, + 0.042335838079452515, + 0.0351807065308094, + 0.03380554914474487, + 0.018874160945415497, + 0.06149618700146675, + 0.04140680283308029 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.033701326698064804 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534175999462605 + ], + "opposite_logprob_tokens": [ + -4.387534141540527 + ], + "logprob_reward": -0.012534175999462605, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534175999462605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4303230941295624, + 0.07209334522485733, + 0.08408915996551514, + 0.12230716645717621, + 0.04316050186753273, + 0.07584093511104584, + 0.06493905931711197, + 0.028427811339497566, + 0.046874623745679855, + 0.031944289803504944 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.012534175999462605 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a warm-toned wooden school desk, its polished surface bathed in the soft, focused glow of an off-camera lamp. A standard white vinyl eraser falls into the frame. Rectangular and slightly worn, its angular edges showing faint graphite smudges. It plops onto the desk's surface with a soft, muffled impact, its flexible material momentarily compressing before bouncing once, a light yet energetic leap. After a brief tumble, the eraser gently yet decisively comes to rest next to an open spiral-bound notebook with a simple vellum cover and faintly blue-lined pages. The warm, directional light from the lamp creates soft, elongated shadows and highlights the subtle grain of the desk's texture and the eraser's matte finish, creating a realistic yet dynamic scene. The overall atmosphere is quiet, focused, and serene, capturing a simple, tangible moment in a tranquil learning environment.", + "seed": 2932, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_14/index_7832_seed_2932_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03861456038430333, + "vlm_logprob": -0.03861456038430333, + "vlm_yes_no_margin": 3.9749999761581423, + "vlm_token_credit": -0.03861456038430333, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010446745902299881 + ], + "opposite_logprob_tokens": [ + -4.885446548461914 + ], + "logprob_reward": -0.010446745902299881, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.010446745902299881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11872614175081253, + 0.12112763524055481, + 0.07091746479272842, + 0.14924977719783783, + 0.24090683460235596, + 0.08195175230503082, + 0.1234060600399971, + 0.034378502517938614, + 0.016986850649118423, + 0.04234890267252922 + ], + "top_frames": [ + 4, + 3, + 6 + ], + "selected_reward": -0.010446745902299881 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016096286475658417 + ], + "opposite_logprob_tokens": [ + -4.141096115112305 + ], + "logprob_reward": -0.016096286475658417, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016096286475658417, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1292434185743332, + 0.1375732570886612, + 0.138916015625, + 0.20449642837047577, + 0.06138485670089722, + 0.06108394265174866, + 0.1416669636964798, + 0.09701159596443176, + 0.017780901864171028, + 0.010842656716704369 + ], + "top_frames": [ + 3, + 6, + 2 + ], + "selected_reward": -0.016096286475658417 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007636402267962694 + ], + "opposite_logprob_tokens": [ + -4.882636547088623 + ], + "logprob_reward": -0.007636402267962694, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007636402267962694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13142399489879608, + 0.13202425837516785, + 0.06847716122865677, + 0.07986802607774734, + 0.37196364998817444, + 0.06547477096319199, + 0.04430099204182625, + 0.04549139365553856, + 0.020078280940651894, + 0.040897492319345474 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.007636402267962694 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14282546937465668 + ], + "opposite_logprob_tokens": [ + -2.0178253650665283 + ], + "logprob_reward": -0.14282546937465668, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14282546937465668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09192969650030136, + 0.17149437963962555, + 0.035476844757795334, + 0.14393028616905212, + 0.17079821228981018, + 0.19384998083114624, + 0.0766059011220932, + 0.04369282349944115, + 0.024055875837802887, + 0.04816599562764168 + ], + "top_frames": [ + 5, + 1, + 4 + ], + "selected_reward": -0.14282546937465668 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016067897900938988 + ], + "opposite_logprob_tokens": [ + -4.141067981719971 + ], + "logprob_reward": -0.016067897900938988, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016067897900938988, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24671286344528198, + 0.25995558500289917, + 0.09850272536277771, + 0.07282071560621262, + 0.07911089062690735, + 0.10085940361022949, + 0.052801936864852905, + 0.03991885110735893, + 0.026054803282022476, + 0.02326226234436035 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.016067897900938988 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a warm-toned wooden school desk, its polished surface bathed in the soft, focused glow of an off-camera lamp. A standard white vinyl eraser falls into the frame. Rectangular and slightly worn, its angular edges showing faint graphite smudges. It plops onto the desk's surface with a soft, muffled impact, its flexible material momentarily compressing before bouncing once, a light yet energetic leap. After a brief tumble, the eraser gently yet decisively comes to rest next to an open spiral-bound notebook with a simple vellum cover and faintly blue-lined pages. The warm, directional light from the lamp creates soft, elongated shadows and highlights the subtle grain of the desk's texture and the eraser's matte finish, creating a realistic yet dynamic scene. The overall atmosphere is quiet, focused, and serene, capturing a simple, tangible moment in a tranquil learning environment.", + "seed": 2933, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_14/index_7832_seed_2933_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027276889653876424, + "vlm_logprob": -0.027276889653876424, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.027276889653876424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014406947419047356 + ], + "opposite_logprob_tokens": [ + -4.639407157897949 + ], + "logprob_reward": -0.014406947419047356, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.014406947419047356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1086658164858818, + 0.06937696784734726, + 0.18931140005588531, + 0.12407474219799042, + 0.07655221223831177, + 0.10431528836488724, + 0.07761518657207489, + 0.09912723302841187, + 0.041678693145513535, + 0.1092824786901474 + ], + "top_frames": [ + 2, + 3, + 9 + ], + "selected_reward": -0.014406947419047356 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373394533991814 + ], + "opposite_logprob_tokens": [ + -3.40873384475708 + ], + "logprob_reward": -0.03373394533991814, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373394533991814, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07502507418394089, + 0.18772955238819122, + 0.1830424964427948, + 0.18323880434036255, + 0.05258690193295479, + 0.024636588990688324, + 0.08564375340938568, + 0.0850801095366478, + 0.06611926853656769, + 0.056897446513175964 + ], + "top_frames": [ + 1, + 3, + 2 + ], + "selected_reward": -0.03373394533991814 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006744596175849438 + ], + "opposite_logprob_tokens": [ + -5.006744384765625 + ], + "logprob_reward": -0.006744596175849438, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006744596175849438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11392898112535477, + 0.12398596107959747, + 0.20797963440418243, + 0.10360171645879745, + 0.13155610859394073, + 0.11097516119480133, + 0.09666581451892853, + 0.03989129886031151, + 0.0339190810918808, + 0.03749629855155945 + ], + "top_frames": [ + 2, + 4, + 1 + ], + "selected_reward": -0.006744596175849438 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07901070266962051 + ], + "opposite_logprob_tokens": [ + -2.5790107250213623 + ], + "logprob_reward": -0.07901070266962051, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07901070266962051, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03245456889271736, + 0.0240598376840353, + 0.1691659837961197, + 0.4423677325248718, + 0.02375374734401703, + 0.03282386064529419, + 0.1450662463903427, + 0.042700424790382385, + 0.023409180343151093, + 0.06419845670461655 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.07901070266962051 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024882566649466753 + ], + "opposite_logprob_tokens": [ + -6.002488136291504 + ], + "logprob_reward": -0.0024882566649466753, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024882566649466753, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21407459676265717, + 0.0852050930261612, + 0.10163617134094238, + 0.18552693724632263, + 0.21312756836414337, + 0.0838312953710556, + 0.030251674354076385, + 0.03088744543492794, + 0.01694568619132042, + 0.03851351514458656 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0024882566649466753 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle close-up captures a warm-toned wooden school desk, its polished surface bathed in the soft, focused glow of an off-camera lamp. A standard white vinyl eraser falls into the frame. Rectangular and slightly worn, its angular edges showing faint graphite smudges. It plops onto the desk's surface with a soft, muffled impact, its flexible material momentarily compressing before bouncing once, a light yet energetic leap. After a brief tumble, the eraser gently yet decisively comes to rest next to an open spiral-bound notebook with a simple vellum cover and faintly blue-lined pages. The warm, directional light from the lamp creates soft, elongated shadows and highlights the subtle grain of the desk's texture and the eraser's matte finish, creating a realistic yet dynamic scene. The overall atmosphere is quiet, focused, and serene, capturing a simple, tangible moment in a tranquil learning environment.", + "seed": 2934, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_14/index_7832_seed_2934_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.026451851800084115, + "vlm_logprob": -0.026451851800084115, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.026451851800084115, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012974251061677933 + ], + "opposite_logprob_tokens": [ + -4.637974262237549 + ], + "logprob_reward": -0.012974251061677933, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.012974251061677933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1727154552936554, + 0.16205184161663055, + 0.08556442707777023, + 0.06391281634569168, + 0.09729443490505219, + 0.05236547067761421, + 0.136013925075531, + 0.060027044266462326, + 0.0858474001288414, + 0.0842072069644928 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.012974251061677933 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04310450702905655 + ], + "opposite_logprob_tokens": [ + -3.168104410171509 + ], + "logprob_reward": -0.04310450702905655, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04310450702905655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11862967163324356, + 0.26462322473526, + 0.15049885213375092, + 0.12928199768066406, + 0.08490690588951111, + 0.06897548586130142, + 0.06923661381006241, + 0.030750451609492302, + 0.03250240534543991, + 0.050594352185726166 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.04310450702905655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008652577176690102 + ], + "opposite_logprob_tokens": [ + -4.758652687072754 + ], + "logprob_reward": -0.008652577176690102, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008652577176690102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14250102639198303, + 0.27539756894111633, + 0.0848536491394043, + 0.05463336035609245, + 0.044993605464696884, + 0.11952224373817444, + 0.03149067983031273, + 0.05226316675543785, + 0.058227770030498505, + 0.1361168920993805 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.008652577176690102 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05498656630516052 + ], + "opposite_logprob_tokens": [ + -2.9299864768981934 + ], + "logprob_reward": -0.05498656630516052, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05498656630516052, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0589650459587574, + 0.17146918177604675, + 0.035827986896038055, + 0.02453794702887535, + 0.04225815460085869, + 0.02770513854920864, + 0.05506135895848274, + 0.05015602707862854, + 0.05011041834950447, + 0.4839087426662445 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.05498656630516052 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a static, high-angle close-up of a warm-toned wooden school desk?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a standard white vinyl eraser visible falling into the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the eraser plop onto the desk, compress momentarily, bounce once, and tumble before resting?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is an open spiral-bound notebook with a vellum cover and faintly blue-lined pages visible next to the eraser?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by a soft, focused glow from an off-camera lamp creating soft, elongated shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012541357427835464 + ], + "opposite_logprob_tokens": [ + -4.3875412940979 + ], + "logprob_reward": -0.012541357427835464, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012541357427835464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21929050981998444, + 0.4381321668624878, + 0.06037507578730583, + 0.022603340446949005, + 0.035982657223939896, + 0.028842659667134285, + 0.05602647364139557, + 0.05955269932746887, + 0.04469984769821167, + 0.03449458256363869 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.012541357427835464 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_3/index_tensor([748, 748])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_3/index_tensor([748, 748])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..55bd93eb97c78c54133705c79eedb9b0baa7924e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_3/index_tensor([748, 748])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in the style of high-speed motion photography, this eye-level, static, perfectly centered close-up captures a massive centipede in a moment of intense, predatory focus. The creature is reared, its body formed into an aggressive S-curve, its shimmering armor rendered in surreal detail in iridescent black and vibrant crimson sections. Its immense malevolent power spreads, shimmering and poised for attack, while its long, delicate tentacles twitch with subtle tension. The subject is perfectly isolated against a minimalist, non-reflective, deep charcoal background, allowing its form to dominate the frame. Sharp, high-contrast studio lighting sculpts the centipede's body, creating bright, wet highlights across its carapace-like shell and casting deep, dramatic shadows that emphasize its terrifying power and intricate structure. A stunning, frozen, raw, naturalistic scene of attack, the work captures the subject's readiness with absolute clarity and creates an atmosphere both awe-inspiring and deeply threatening.", + "seed": 19425, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_3/index_748_seed_19425_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11181220705620945, + "vlm_logprob": -0.11181220705620945, + "vlm_yes_no_margin": 3.150000011920929, + "vlm_token_credit": -0.11181220705620945, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10128701478242874 + ], + "opposite_logprob_tokens": [ + -2.3512871265411377 + ], + "logprob_reward": -0.10128701478242874, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10128701478242874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13467472791671753, + 0.31265148520469666, + 0.18886695802211761, + 0.05169149488210678, + 0.05391211435198784, + 0.03476179018616676, + 0.023668235167860985, + 0.11202851682901382, + 0.044069163501262665, + 0.043675605207681656 + ], + "top_frames": [ + 1, + 2, + 0 + ], + "selected_reward": -0.10128701478242874 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018201468512415886 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.018201468512415886, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018201468512415886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15012048184871674, + 0.08856905996799469, + 0.19061385095119476, + 0.24455173313617706, + 0.05609293654561043, + 0.0503753162920475, + 0.02548183873295784, + 0.07856232672929764, + 0.04504315182566643, + 0.07058931142091751 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.018201468512415886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904589712619781 + ], + "opposite_logprob_tokens": [ + -2.464046001434326 + ], + "logprob_reward": -0.08904589712619781, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904589712619781, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12266978621482849, + 0.09306520223617554, + 0.3945780396461487, + 0.13767533004283905, + 0.03706854209303856, + 0.037263184785842896, + 0.04057474806904793, + 0.04978854954242706, + 0.03414347395300865, + 0.053173184394836426 + ], + "top_frames": [ + 2, + 3, + 0 + ], + "selected_reward": -0.08904589712619781 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3485864996910095 + ], + "opposite_logprob_tokens": [ + -1.2235865592956543 + ], + "logprob_reward": -0.3485864996910095, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.3485864996910095, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06326566636562347, + 0.1413099765777588, + 0.05763673409819603, + 0.07535069435834885, + 0.10661943256855011, + 0.1388755887746811, + 0.024707427248358727, + 0.041608501225709915, + 0.07662640511989594, + 0.2739996314048767 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.3485864996910095 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019401551689952612 + ], + "opposite_logprob_tokens": [ + -6.2519402503967285 + ], + "logprob_reward": -0.0019401551689952612, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019401551689952612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12186767160892487, + 0.0676969662308693, + 0.10150738805532455, + 0.21395756304264069, + 0.03707277402281761, + 0.05000917613506317, + 0.019176186993718147, + 0.09924805164337158, + 0.023713435977697372, + 0.2657507658004761 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0019401551689952612 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in the style of high-speed motion photography, this eye-level, static, perfectly centered close-up captures a massive centipede in a moment of intense, predatory focus. The creature is reared, its body formed into an aggressive S-curve, its shimmering armor rendered in surreal detail in iridescent black and vibrant crimson sections. Its immense malevolent power spreads, shimmering and poised for attack, while its long, delicate tentacles twitch with subtle tension. The subject is perfectly isolated against a minimalist, non-reflective, deep charcoal background, allowing its form to dominate the frame. Sharp, high-contrast studio lighting sculpts the centipede's body, creating bright, wet highlights across its carapace-like shell and casting deep, dramatic shadows that emphasize its terrifying power and intricate structure. A stunning, frozen, raw, naturalistic scene of attack, the work captures the subject's readiness with absolute clarity and creates an atmosphere both awe-inspiring and deeply threatening.", + "seed": 19426, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_3/index_748_seed_19426_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05095471600070596, + "vlm_logprob": -0.05095471600070596, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.05095471600070596, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.013361083343625069 + ], + "opposite_logprob_tokens": [ + -4.388360977172852 + ], + "logprob_reward": -0.013361083343625069, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.013361083343625069, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03577999770641327, + 0.06698713451623917, + 0.07459848374128342, + 0.4028709828853607, + 0.017799926921725273, + 0.016001291573047638, + 0.11933572590351105, + 0.024172255769371986, + 0.11155565083026886, + 0.13089856505393982 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.013361083343625069 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02329692617058754 + ], + "opposite_logprob_tokens": [ + -3.77329683303833 + ], + "logprob_reward": -0.02329692617058754, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02329692617058754, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06375235319137573, + 0.0343971885740757, + 0.019739095121622086, + 0.1578620970249176, + 0.014490192756056786, + 0.014532028697431087, + 0.3406842350959778, + 0.01987488940358162, + 0.024692503735423088, + 0.30997541546821594 + ], + "top_frames": [ + 6, + 9, + 3 + ], + "selected_reward": -0.02329692617058754 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496637150645256 + ], + "opposite_logprob_tokens": [ + -2.929966449737549 + ], + "logprob_reward": -0.05496637150645256, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496637150645256, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028436392545700073, + 0.0713358223438263, + 0.027513621374964714, + 0.1283635050058365, + 0.026922322809696198, + 0.028793759644031525, + 0.08969703316688538, + 0.017537707462906837, + 0.0274564940482378, + 0.553943395614624 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.05496637150645256 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603318452835083 + ], + "opposite_logprob_tokens": [ + -1.9103318452835083 + ], + "logprob_reward": -0.1603318452835083, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603318452835083, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2379828691482544, + 0.07415976375341415, + 0.0491369254887104, + 0.09128215909004211, + 0.12712839245796204, + 0.046259135007858276, + 0.06518683582544327, + 0.017142601311206818, + 0.0629841685295105, + 0.2287372201681137 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.1603318452835083 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028173536993563175 + ], + "opposite_logprob_tokens": [ + -5.877817153930664 + ], + "logprob_reward": -0.0028173536993563175, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028173536993563175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07177140563726425, + 0.05323658511042595, + 0.03474729135632515, + 0.15123917162418365, + 0.027112752199172974, + 0.013870195485651493, + 0.03924166038632393, + 0.034910257905721664, + 0.034637559205293655, + 0.5392330884933472 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0028173536993563175 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in the style of high-speed motion photography, this eye-level, static, perfectly centered close-up captures a massive centipede in a moment of intense, predatory focus. The creature is reared, its body formed into an aggressive S-curve, its shimmering armor rendered in surreal detail in iridescent black and vibrant crimson sections. Its immense malevolent power spreads, shimmering and poised for attack, while its long, delicate tentacles twitch with subtle tension. The subject is perfectly isolated against a minimalist, non-reflective, deep charcoal background, allowing its form to dominate the frame. Sharp, high-contrast studio lighting sculpts the centipede's body, creating bright, wet highlights across its carapace-like shell and casting deep, dramatic shadows that emphasize its terrifying power and intricate structure. A stunning, frozen, raw, naturalistic scene of attack, the work captures the subject's readiness with absolute clarity and creates an atmosphere both awe-inspiring and deeply threatening.", + "seed": 19427, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_3/index_748_seed_19427_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1164505890570581, + "vlm_logprob": -0.1164505890570581, + "vlm_yes_no_margin": 3.000000011920929, + "vlm_token_credit": -0.1164505890570581, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05809733644127846 + ], + "opposite_logprob_tokens": [ + -2.9330973625183105 + ], + "logprob_reward": -0.05809733644127846, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05809733644127846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11797647923231125, + 0.15276983380317688, + 0.0751291885972023, + 0.07714205235242844, + 0.05936044827103615, + 0.09623789042234421, + 0.059451907873153687, + 0.027055716142058372, + 0.07154280692338943, + 0.2633337080478668 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.05809733644127846 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029823429882526398 + ], + "opposite_logprob_tokens": [ + -3.5298235416412354 + ], + "logprob_reward": -0.029823429882526398, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029823429882526398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10719356685876846, + 0.13666494190692902, + 0.06495683640241623, + 0.06600624322891235, + 0.03084324300289154, + 0.12637031078338623, + 0.06543111801147461, + 0.049412764608860016, + 0.07617036253213882, + 0.2769505977630615 + ], + "top_frames": [ + 9, + 1, + 5 + ], + "selected_reward": -0.029823429882526398 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34871023893356323 + ], + "opposite_logprob_tokens": [ + -1.223710298538208 + ], + "logprob_reward": -0.34871023893356323, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.34871023893356323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13121162354946136, + 0.1583903431892395, + 0.06734824180603027, + 0.062733955681324, + 0.04894724860787392, + 0.05265546590089798, + 0.041967686265707016, + 0.024149127304553986, + 0.0667034462094307, + 0.34589287638664246 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.34871023893356323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280220866203308 + ], + "opposite_logprob_tokens": [ + -2.0178022384643555 + ], + "logprob_reward": -0.14280220866203308, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14280220866203308, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07363878190517426, + 0.25612008571624756, + 0.3403140604496002, + 0.03607229143381119, + 0.03763237223029137, + 0.03129008039832115, + 0.03592769801616669, + 0.011137885972857475, + 0.12870319187641144, + 0.04916355386376381 + ], + "top_frames": [ + 2, + 1, + 8 + ], + "selected_reward": -0.14280220866203308 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819731365889311 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.002819731365889311, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819731365889311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16715990006923676, + 0.12198975682258606, + 0.08152727037668228, + 0.04720303416252136, + 0.04180876165628433, + 0.06622771918773651, + 0.04175690934062004, + 0.040348704904317856, + 0.07888469845056534, + 0.31309327483177185 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.002819731365889311 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in the style of high-speed motion photography, this eye-level, static, perfectly centered close-up captures a massive centipede in a moment of intense, predatory focus. The creature is reared, its body formed into an aggressive S-curve, its shimmering armor rendered in surreal detail in iridescent black and vibrant crimson sections. Its immense malevolent power spreads, shimmering and poised for attack, while its long, delicate tentacles twitch with subtle tension. The subject is perfectly isolated against a minimalist, non-reflective, deep charcoal background, allowing its form to dominate the frame. Sharp, high-contrast studio lighting sculpts the centipede's body, creating bright, wet highlights across its carapace-like shell and casting deep, dramatic shadows that emphasize its terrifying power and intricate structure. A stunning, frozen, raw, naturalistic scene of attack, the work captures the subject's readiness with absolute clarity and creates an atmosphere both awe-inspiring and deeply threatening.", + "seed": 19428, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_3/index_748_seed_19428_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.07407660945318639, + "vlm_logprob": -0.07407660945318639, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.07407660945318639, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.024328848347067833 + ], + "opposite_logprob_tokens": [ + -3.7743289470672607 + ], + "logprob_reward": -0.024328848347067833, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.024328848347067833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16330185532569885, + 0.11214543133974075, + 0.11430612206459045, + 0.09902863949537277, + 0.07780253142118454, + 0.10628446936607361, + 0.10880022495985031, + 0.04747498035430908, + 0.04849519953131676, + 0.12236052751541138 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.024328848347067833 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820170320570469 + ], + "opposite_logprob_tokens": [ + -4.01820182800293 + ], + "logprob_reward": -0.01820170320570469, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820170320570469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11086714267730713, + 0.09974341839551926, + 0.09776060283184052, + 0.02467416599392891, + 0.03739717975258827, + 0.05531299486756325, + 0.4943561255931854, + 0.03416965529322624, + 0.016371101140975952, + 0.029347557574510574 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.01820170320570469 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10035938024520874 + ], + "opposite_logprob_tokens": [ + -2.3503594398498535 + ], + "logprob_reward": -0.10035938024520874, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10035938024520874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40850380063056946, + 0.1253853440284729, + 0.1385069340467453, + 0.04683361575007439, + 0.023341158404946327, + 0.07155761122703552, + 0.05455558001995087, + 0.06246955692768097, + 0.031231258064508438, + 0.037615176290273666 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.10035938024520874 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2255524843931198 + ], + "opposite_logprob_tokens": [ + -1.6005524396896362 + ], + "logprob_reward": -0.2255524843931198, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2255524843931198, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10645796358585358, + 0.07275070995092392, + 0.1734621226787567, + 0.07952115684747696, + 0.04834134131669998, + 0.04109508544206619, + 0.3338695168495178, + 0.060574937611818314, + 0.05218390002846718, + 0.03174320608377457 + ], + "top_frames": [ + 6, + 2, + 0 + ], + "selected_reward": -0.2255524843931198 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a massive centipede with an aggressive S-curved body posture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the centipede's armor iridescent black and vibrant crimson?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are long, delicate tentacles visible twitching with tension?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background a minimalist, non-reflective, deep charcoal color?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene feature sharp, high-contrast studio lighting creating bright wet highlights and deep shadows?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019406310748308897 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019406310748308897, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019406310748308897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09029142558574677, + 0.17234820127487183, + 0.31679925322532654, + 0.10148867964744568, + 0.02827657014131546, + 0.05310402065515518, + 0.09050685912370682, + 0.04774979501962662, + 0.04633992910385132, + 0.05309527739882469 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.0019406310748308897 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_4/index_tensor([7753, 7753])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_4/index_tensor([7753, 7753])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..f508344949c13a36324b26911cc47a0e44d81073 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_4/index_tensor([7753, 7753])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, horizontal medium shot, with a raw documentary quality, focuses on a weathered, ancient brick wall standing on a seemingly abandoned demolition site. The harsh midday sun casts deep shadows across its rough surface. The bricks are a mottled mixture of deep red and faded terracotta, their edges worn and rounded by age. The cement mortar between the bricks has weathered to a light sandy gray, and some parts have already fallen off. Suddenly, without warning, a massive crack spreads violently upward from the center of the wall. The wall suddenly bulges outward noticeably, then collapses catastrophically. With a resounding, muffled roar, the entire wall collapses forward, sending countless bricks, chunks of masonry, and crumbling mortar hurtling toward the camera like a destructive torrent, packed with immense force. Individual bricks tumbled through the air, shattering into smaller pieces upon impact with the ground. At the same time, a thick, suffocating cloud of gray-brown dust suddenly erupted, instantly forming a billowing fog under the sunlight. Countless flying fragments and tiny particles were clearly visible in the light, adding a chaotic and grainy visual texture to the entire picture, creating an atmosphere of sudden and irresistible destruction.", + "seed": 24724, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_4/index_7753_seed_24724_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.03004663847386837, + "vlm_logprob": -0.03004663847386837, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.03004663847386837, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10530605912208557 + ], + "opposite_logprob_tokens": [ + -2.3553061485290527 + ], + "logprob_reward": -0.10530605912208557, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10530605912208557, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2285512089729309, + 0.04410182684659958, + 0.049238476902246475, + 0.1543746441602707, + 0.3320219814777374, + 0.04749738425016403, + 0.06020720675587654, + 0.027566367760300636, + 0.028436575084924698, + 0.028004324063658714 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.10530605912208557 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02984379418194294 + ], + "opposite_logprob_tokens": [ + -3.529843807220459 + ], + "logprob_reward": -0.02984379418194294, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02984379418194294, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3700296878814697, + 0.0938720852136612, + 0.07202553004026413, + 0.07020699232816696, + 0.14819663763046265, + 0.0565626360476017, + 0.04162575304508209, + 0.03605097532272339, + 0.05338924750685692, + 0.058040495961904526 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.02984379418194294 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008645959198474884 + ], + "opposite_logprob_tokens": [ + -4.758646011352539 + ], + "logprob_reward": -0.008645959198474884, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008645959198474884, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15584662556648254, + 0.07288750261068344, + 0.07348565012216568, + 0.06268642842769623, + 0.38933539390563965, + 0.06544922292232513, + 0.0840052142739296, + 0.028909815475344658, + 0.026702608913183212, + 0.040691498667001724 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.008645959198474884 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036184806376695633 + ], + "opposite_logprob_tokens": [ + -5.6286187171936035 + ], + "logprob_reward": -0.0036184806376695633, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036184806376695633, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14163647592067719, + 0.032497771084308624, + 0.04767986014485359, + 0.07272083312273026, + 0.38924315571784973, + 0.06344084441661835, + 0.11385081708431244, + 0.05172683298587799, + 0.052820250391960144, + 0.03438317030668259 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0036184806376695633 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002818899229168892 + ], + "opposite_logprob_tokens": [ + -5.877819061279297 + ], + "logprob_reward": -0.002818899229168892, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002818899229168892, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17485611140727997, + 0.07277166843414307, + 0.06630578637123108, + 0.04775064066052437, + 0.10876227170228958, + 0.07927978038787842, + 0.12547749280929565, + 0.07036665081977844, + 0.13574816286563873, + 0.11868143826723099 + ], + "top_frames": [ + 0, + 8, + 6 + ], + "selected_reward": -0.002818899229168892 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, horizontal medium shot, with a raw documentary quality, focuses on a weathered, ancient brick wall standing on a seemingly abandoned demolition site. The harsh midday sun casts deep shadows across its rough surface. The bricks are a mottled mixture of deep red and faded terracotta, their edges worn and rounded by age. The cement mortar between the bricks has weathered to a light sandy gray, and some parts have already fallen off. Suddenly, without warning, a massive crack spreads violently upward from the center of the wall. The wall suddenly bulges outward noticeably, then collapses catastrophically. With a resounding, muffled roar, the entire wall collapses forward, sending countless bricks, chunks of masonry, and crumbling mortar hurtling toward the camera like a destructive torrent, packed with immense force. Individual bricks tumbled through the air, shattering into smaller pieces upon impact with the ground. At the same time, a thick, suffocating cloud of gray-brown dust suddenly erupted, instantly forming a billowing fog under the sunlight. Countless flying fragments and tiny particles were clearly visible in the light, adding a chaotic and grainy visual texture to the entire picture, creating an atmosphere of sudden and irresistible destruction.", + "seed": 24725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_4/index_7753_seed_24725_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.024957141559571027, + "vlm_logprob": -0.024957141559571027, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.024957141559571027, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09114808589220047 + ], + "opposite_logprob_tokens": [ + -2.4661481380462646 + ], + "logprob_reward": -0.09114808589220047, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.09114808589220047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20415639877319336, + 0.08876911550760269, + 0.15322774648666382, + 0.06751149892807007, + 0.12081331759691238, + 0.04211891070008278, + 0.163529172539711, + 0.0862593948841095, + 0.0386124812066555, + 0.035001982003450394 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.09114808589220047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02061033435165882 + ], + "opposite_logprob_tokens": [ + -3.8956103324890137 + ], + "logprob_reward": -0.02061033435165882, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02061033435165882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5160393714904785, + 0.07703520357608795, + 0.14178819954395294, + 0.04112325236201286, + 0.02813096158206463, + 0.028706837445497513, + 0.05046483129262924, + 0.03855183720588684, + 0.03502902388572693, + 0.043130405247211456 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.02061033435165882 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633681409060955 + ], + "opposite_logprob_tokens": [ + -4.882633686065674 + ], + "logprob_reward": -0.007633681409060955, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633681409060955, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26402801275253296, + 0.058638207614421844, + 0.2093142569065094, + 0.042724523693323135, + 0.05997239053249359, + 0.052445266395807266, + 0.15823215246200562, + 0.06965017318725586, + 0.04119876027107239, + 0.04379621520638466 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.007633681409060955 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031953013967722654 + ], + "opposite_logprob_tokens": [ + -5.753195285797119 + ], + "logprob_reward": -0.0031953013967722654, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031953013967722654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17251893877983093, + 0.037661146372556686, + 0.26653873920440674, + 0.05144629627466202, + 0.04992296174168587, + 0.039785102009773254, + 0.16572299599647522, + 0.1250830590724945, + 0.04533180594444275, + 0.04598892107605934 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.0031953013967722654 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021983047481626272 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.0021983047481626272, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021983047481626272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13452742993831635, + 0.03463451936841011, + 0.0848744809627533, + 0.06424843519926071, + 0.1746257096529007, + 0.058347828686237335, + 0.12483552098274231, + 0.11863831430673599, + 0.10341310501098633, + 0.10185475647449493 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.0021983047481626272 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, horizontal medium shot, with a raw documentary quality, focuses on a weathered, ancient brick wall standing on a seemingly abandoned demolition site. The harsh midday sun casts deep shadows across its rough surface. The bricks are a mottled mixture of deep red and faded terracotta, their edges worn and rounded by age. The cement mortar between the bricks has weathered to a light sandy gray, and some parts have already fallen off. Suddenly, without warning, a massive crack spreads violently upward from the center of the wall. The wall suddenly bulges outward noticeably, then collapses catastrophically. With a resounding, muffled roar, the entire wall collapses forward, sending countless bricks, chunks of masonry, and crumbling mortar hurtling toward the camera like a destructive torrent, packed with immense force. Individual bricks tumbled through the air, shattering into smaller pieces upon impact with the ground. At the same time, a thick, suffocating cloud of gray-brown dust suddenly erupted, instantly forming a billowing fog under the sunlight. Countless flying fragments and tiny particles were clearly visible in the light, adding a chaotic and grainy visual texture to the entire picture, creating an atmosphere of sudden and irresistible destruction.", + "seed": 24726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_4/index_7753_seed_24726_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.010171873308718205, + "vlm_logprob": -0.010171873308718205, + "vlm_yes_no_margin": 5.125, + "vlm_token_credit": -0.010171873308718205, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03112855739891529 + ], + "opposite_logprob_tokens": [ + -3.5311286449432373 + ], + "logprob_reward": -0.03112855739891529, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03112855739891529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13431517779827118, + 0.09285511076450348, + 0.09811870008707047, + 0.16478030383586884, + 0.16265437006950378, + 0.04420115053653717, + 0.08113475143909454, + 0.08744809031486511, + 0.057538315653800964, + 0.07695400714874268 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.03112855739891529 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011097141541540623 + ], + "opposite_logprob_tokens": [ + -4.511096954345703 + ], + "logprob_reward": -0.011097141541540623, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011097141541540623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1418290138244629, + 0.1455117166042328, + 0.103308767080307, + 0.10737966746091843, + 0.06952759623527527, + 0.04587377607822418, + 0.09099745750427246, + 0.14306646585464478, + 0.04059261083602905, + 0.11191291362047195 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.011097141541540623 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00282187107950449 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.00282187107950449, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.00282187107950449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07360409200191498, + 0.23455491662025452, + 0.21680575609207153, + 0.1682274043560028, + 0.06277792155742645, + 0.04146609455347061, + 0.05987918749451637, + 0.055449582636356354, + 0.05726529285311699, + 0.02996976114809513 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.00282187107950449 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219818577170372 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.00219818577170372, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219818577170372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047459617257118225, + 0.05069473013281822, + 0.053608279675245285, + 0.10399503260850906, + 0.18248096108436584, + 0.059510961174964905, + 0.14026863873004913, + 0.16497792303562164, + 0.08664403110742569, + 0.11035986244678497 + ], + "top_frames": [ + 4, + 7, + 6 + ], + "selected_reward": -0.00219818577170372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613610751926899 + ], + "opposite_logprob_tokens": [ + -5.628613471984863 + ], + "logprob_reward": -0.003613610751926899, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613610751926899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07644706964492798, + 0.13695897161960602, + 0.07854427397251129, + 0.10226316004991531, + 0.0892753005027771, + 0.04041221737861633, + 0.1482236385345459, + 0.11337858438491821, + 0.06694527715444565, + 0.147551491856575 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.003613610751926899 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, horizontal medium shot, with a raw documentary quality, focuses on a weathered, ancient brick wall standing on a seemingly abandoned demolition site. The harsh midday sun casts deep shadows across its rough surface. The bricks are a mottled mixture of deep red and faded terracotta, their edges worn and rounded by age. The cement mortar between the bricks has weathered to a light sandy gray, and some parts have already fallen off. Suddenly, without warning, a massive crack spreads violently upward from the center of the wall. The wall suddenly bulges outward noticeably, then collapses catastrophically. With a resounding, muffled roar, the entire wall collapses forward, sending countless bricks, chunks of masonry, and crumbling mortar hurtling toward the camera like a destructive torrent, packed with immense force. Individual bricks tumbled through the air, shattering into smaller pieces upon impact with the ground. At the same time, a thick, suffocating cloud of gray-brown dust suddenly erupted, instantly forming a billowing fog under the sunlight. Countless flying fragments and tiny particles were clearly visible in the light, adding a chaotic and grainy visual texture to the entire picture, creating an atmosphere of sudden and irresistible destruction.", + "seed": 24727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_4/index_7753_seed_24727_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.016528439382091163, + "vlm_logprob": -0.016528439382091163, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.016528439382091163, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06011837348341942 + ], + "opposite_logprob_tokens": [ + -2.9351184368133545 + ], + "logprob_reward": -0.06011837348341942, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06011837348341942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.40679651498794556, + 0.09641214460134506, + 0.021525025367736816, + 0.044408466666936874, + 0.1815687119960785, + 0.14031049609184265, + 0.03152523562312126, + 0.032701604068279266, + 0.01859697327017784, + 0.026154903694987297 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.06011837348341942 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014223976992070675 + ], + "opposite_logprob_tokens": [ + -4.264224052429199 + ], + "logprob_reward": -0.014223976992070675, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014223976992070675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5211181640625, + 0.0956616923213005, + 0.051083534955978394, + 0.03485849127173424, + 0.07651804387569427, + 0.06106870621442795, + 0.03237156197428703, + 0.052296146750450134, + 0.02889569103717804, + 0.04612800106406212 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.014223976992070675 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097519442439079 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097519442439079, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097519442439079, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4357169568538666, + 0.11565849930047989, + 0.04344625025987625, + 0.03810526430606842, + 0.13804374635219574, + 0.07444500178098679, + 0.05694262683391571, + 0.04890742152929306, + 0.02479749172925949, + 0.023936714977025986 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.004097519442439079 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002489326987415552 + ], + "opposite_logprob_tokens": [ + -6.00248908996582 + ], + "logprob_reward": -0.002489326987415552, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002489326987415552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.29118311405181885, + 0.07949817180633545, + 0.0539667084813118, + 0.042919691652059555, + 0.05481838807463646, + 0.11780562996864319, + 0.1691000610589981, + 0.0686245933175087, + 0.07165218889713287, + 0.05043148621916771 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.002489326987415552 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, horizontal medium shot of an ancient brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the bricks a mottled mixture of deep red and faded terracotta with light sandy gray mortar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a massive crack spread violently upward from the center of the wall before it bulges and collapses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do bricks, masonry, and mortar fly toward the camera like a destructive torrent upon collapse?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown dust cloud erupt instantly, creating a billowing fog with visible particles in the sunlight?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017130000051110983 + ], + "opposite_logprob_tokens": [ + -6.376712799072266 + ], + "logprob_reward": -0.0017130000051110983, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017130000051110983, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25555717945098877, + 0.13123391568660736, + 0.10962467640638351, + 0.09836959093809128, + 0.04704367741942406, + 0.08948007225990295, + 0.06217425689101219, + 0.05207139253616333, + 0.049022965133190155, + 0.10542222112417221 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0017130000051110983 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_9/index_tensor([7996, 7996])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_9/index_tensor([7996, 7996])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fc3208ec8e4eb9757d40b06ead0850f455fa251e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_9/index_tensor([7996, 7996])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, cinematic, extreme close-up captures the delicate explosion of a Japanese giant flower horn seed pod, rendered with the hyperrealistic precision of a physics-based simulation. The pod, with its dry, pale yellow and brown leathery texture, hangs suspended against a dark, softly blurred background. Sharp sidelighting sculpts its form, highlighting the taut seam before it delicately splits open. In a silent, graceful eruption, the two halves of the pod curl back, releasing a dense cloud of seeds, each attached to its own silky white parachute. The simulation perfectly depicts the initial burst and expansion as the parachute deploys, capturing the brilliant shimmer of light. Subtle film grain adds texture to the footage as the seeds begin their mesmerizing, drifting ballet of dispersal; each fiber realistically captures the invisible air currents that cause the seeds to swirl, rise, and float in an intricate and beautiful dance, creating a tranquil and captivating atmosphere of natural wonder.", + "seed": 13020, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_9/index_7996_seed_13020_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.015027874644147232, + "vlm_logprob": -0.015027874644147232, + "vlm_yes_no_margin": 5.275, + "vlm_token_credit": -0.015027874644147232, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.040574733167886734 + ], + "opposite_logprob_tokens": [ + -3.290574789047241 + ], + "logprob_reward": -0.040574733167886734, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.040574733167886734, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05462348833680153, + 0.031057143583893776, + 0.04235043004155159, + 0.039223313331604004, + 0.27038058638572693, + 0.18115517497062683, + 0.18587379157543182, + 0.091128408908844, + 0.06417877227067947, + 0.040028925985097885 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.040574733167886734 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964931100606918 + ], + "opposite_logprob_tokens": [ + -5.130964756011963 + ], + "logprob_reward": -0.005964931100606918, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964931100606918, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.037080053240060806, + 0.0494120754301548, + 0.04259549453854561, + 0.02785417251288891, + 0.5471224188804626, + 0.09833262115716934, + 0.037373606115579605, + 0.10100696235895157, + 0.03486470505595207, + 0.024357909336686134 + ], + "top_frames": [ + 4, + 7, + 5 + ], + "selected_reward": -0.005964931100606918 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0003054867556784302 + ], + "opposite_logprob_tokens": [ + -8.12530517578125 + ], + "logprob_reward": -0.0003054867556784302, + "yes_no_margin_reward": 8.125, + "token_credit_reward": -0.0003054867556784302, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.035375259816646576, + 0.01701982133090496, + 0.020134352147579193, + 0.057403501123189926, + 0.16974113881587982, + 0.192032128572464, + 0.034856028854846954, + 0.30873847007751465, + 0.10993791371583939, + 0.054761432111263275 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -0.0003054867556784302 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355018839240074 + ], + "opposite_logprob_tokens": [ + -3.651355028152466 + ], + "logprob_reward": -0.026355018839240074, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355018839240074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09964470565319061, + 0.10803534835577011, + 0.05505986511707306, + 0.2904201149940491, + 0.2321651428937912, + 0.05167265236377716, + 0.039024125784635544, + 0.03513772040605545, + 0.05101604387164116, + 0.037824247032403946 + ], + "top_frames": [ + 3, + 4, + 1 + ], + "selected_reward": -0.026355018839240074 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019392033573240042 + ], + "opposite_logprob_tokens": [ + -6.251939296722412 + ], + "logprob_reward": -0.0019392033573240042, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019392033573240042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05424671620130539, + 0.02635708823800087, + 0.028671622276306152, + 0.0330614410340786, + 0.0695711076259613, + 0.27489396929740906, + 0.046351656317710876, + 0.14153064787387848, + 0.13957613706588745, + 0.18573957681655884 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.0019392033573240042 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, cinematic, extreme close-up captures the delicate explosion of a Japanese giant flower horn seed pod, rendered with the hyperrealistic precision of a physics-based simulation. The pod, with its dry, pale yellow and brown leathery texture, hangs suspended against a dark, softly blurred background. Sharp sidelighting sculpts its form, highlighting the taut seam before it delicately splits open. In a silent, graceful eruption, the two halves of the pod curl back, releasing a dense cloud of seeds, each attached to its own silky white parachute. The simulation perfectly depicts the initial burst and expansion as the parachute deploys, capturing the brilliant shimmer of light. Subtle film grain adds texture to the footage as the seeds begin their mesmerizing, drifting ballet of dispersal; each fiber realistically captures the invisible air currents that cause the seeds to swirl, rise, and float in an intricate and beautiful dance, creating a tranquil and captivating atmosphere of natural wonder.", + "seed": 13021, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_9/index_7996_seed_13021_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.012403184804134071, + "vlm_logprob": -0.012403184804134071, + "vlm_yes_no_margin": 5.175, + "vlm_token_credit": -0.012403184804134071, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035222623497247696 + ], + "opposite_logprob_tokens": [ + -3.4102225303649902 + ], + "logprob_reward": -0.035222623497247696, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035222623497247696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23509997129440308, + 0.0500526987016201, + 0.056901201605796814, + 0.0823388546705246, + 0.03638390079140663, + 0.041730888187885284, + 0.062394432723522186, + 0.038674987852573395, + 0.3352401852607727, + 0.06118287146091461 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.035222623497247696 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016098516061902046 + ], + "opposite_logprob_tokens": [ + -4.141098499298096 + ], + "logprob_reward": -0.016098516061902046, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016098516061902046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3384312689304352, + 0.1316327601671219, + 0.07428029924631119, + 0.06608863919973373, + 0.035688262432813644, + 0.03668983280658722, + 0.06021694466471672, + 0.052805595099925995, + 0.12118177115917206, + 0.08298461884260178 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.016098516061902046 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005670370301231742 + ], + "opposite_logprob_tokens": [ + -7.5005669593811035 + ], + "logprob_reward": -0.0005670370301231742, + "yes_no_margin_reward": 7.5, + "token_credit_reward": -0.0005670370301231742, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1887044906616211, + 0.05980836600065231, + 0.04827951267361641, + 0.04438466578722, + 0.06206325441598892, + 0.028546622022986412, + 0.11953351646661758, + 0.06437301635742188, + 0.3135513663291931, + 0.07075516879558563 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.0005670370301231742 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0076371124014258385 + ], + "opposite_logprob_tokens": [ + -4.882637023925781 + ], + "logprob_reward": -0.0076371124014258385, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.0076371124014258385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43328800797462463, + 0.070301353931427, + 0.029027337208390236, + 0.028791731223464012, + 0.048340074717998505, + 0.02270595170557499, + 0.05367489531636238, + 0.060418348759412766, + 0.12941491603851318, + 0.12403728067874908 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.0076371124014258385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0024906350299715996 + ], + "opposite_logprob_tokens": [ + -6.002490520477295 + ], + "logprob_reward": -0.0024906350299715996, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0024906350299715996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23398539423942566, + 0.056470610201358795, + 0.048625003546476364, + 0.04787534475326538, + 0.057263001799583435, + 0.09137815982103348, + 0.05611062049865723, + 0.08328299969434738, + 0.12700892984867096, + 0.19799987971782684 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0024906350299715996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, cinematic, extreme close-up captures the delicate explosion of a Japanese giant flower horn seed pod, rendered with the hyperrealistic precision of a physics-based simulation. The pod, with its dry, pale yellow and brown leathery texture, hangs suspended against a dark, softly blurred background. Sharp sidelighting sculpts its form, highlighting the taut seam before it delicately splits open. In a silent, graceful eruption, the two halves of the pod curl back, releasing a dense cloud of seeds, each attached to its own silky white parachute. The simulation perfectly depicts the initial burst and expansion as the parachute deploys, capturing the brilliant shimmer of light. Subtle film grain adds texture to the footage as the seeds begin their mesmerizing, drifting ballet of dispersal; each fiber realistically captures the invisible air currents that cause the seeds to swirl, rise, and float in an intricate and beautiful dance, creating a tranquil and captivating atmosphere of natural wonder.", + "seed": 13022, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_9/index_7996_seed_13022_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013416975073050707, + "vlm_logprob": -0.013416975073050707, + "vlm_yes_no_margin": 5.0, + "vlm_token_credit": -0.013416975073050707, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03153292089700699 + ], + "opposite_logprob_tokens": [ + -3.5315330028533936 + ], + "logprob_reward": -0.03153292089700699, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03153292089700699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16347946226596832, + 0.10292323678731918, + 0.05432279407978058, + 0.04115285351872444, + 0.1381622850894928, + 0.08217773586511612, + 0.03429210186004639, + 0.04165708273649216, + 0.02549705095589161, + 0.3163353204727173 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.03153292089700699 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009809385053813457 + ], + "opposite_logprob_tokens": [ + -4.634809494018555 + ], + "logprob_reward": -0.009809385053813457, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009809385053813457, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17938223481178284, + 0.2701064646244049, + 0.05051267519593239, + 0.04307544603943825, + 0.05418626591563225, + 0.04377076029777527, + 0.012072930112481117, + 0.03309519216418266, + 0.05580829828977585, + 0.257989764213562 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.009809385053813457 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0005015069036744535 + ], + "opposite_logprob_tokens": [ + -7.62550163269043 + ], + "logprob_reward": -0.0005015069036744535, + "yes_no_margin_reward": 7.625, + "token_credit_reward": -0.0005015069036744535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13650426268577576, + 0.05853778496384621, + 0.10016349703073502, + 0.08013417571783066, + 0.05389348417520523, + 0.27261191606521606, + 0.060995277017354965, + 0.07667188346385956, + 0.04296748712658882, + 0.11752024292945862 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.0005015069036744535 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059970796108246 + ], + "opposite_logprob_tokens": [ + -3.895599603652954 + ], + "logprob_reward": -0.02059970796108246, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059970796108246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12843981385231018, + 0.05499894917011261, + 0.19266192615032196, + 0.08260095119476318, + 0.08453455567359924, + 0.10120945423841476, + 0.04608801379799843, + 0.03261389955878258, + 0.16353589296340942, + 0.11331654340028763 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.02059970796108246 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464135454967618 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.00464135454967618, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464135454967618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13192440569400787, + 0.12164778262376785, + 0.08513534069061279, + 0.07093407213687897, + 0.07172343879938126, + 0.07134713232517242, + 0.09091361612081528, + 0.07279530167579651, + 0.0411381721496582, + 0.24244071543216705 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.00464135454967618 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, cinematic, extreme close-up captures the delicate explosion of a Japanese giant flower horn seed pod, rendered with the hyperrealistic precision of a physics-based simulation. The pod, with its dry, pale yellow and brown leathery texture, hangs suspended against a dark, softly blurred background. Sharp sidelighting sculpts its form, highlighting the taut seam before it delicately splits open. In a silent, graceful eruption, the two halves of the pod curl back, releasing a dense cloud of seeds, each attached to its own silky white parachute. The simulation perfectly depicts the initial burst and expansion as the parachute deploys, capturing the brilliant shimmer of light. Subtle film grain adds texture to the footage as the seeds begin their mesmerizing, drifting ballet of dispersal; each fiber realistically captures the invisible air currents that cause the seeds to swirl, rise, and float in an intricate and beautiful dance, creating a tranquil and captivating atmosphere of natural wonder.", + "seed": 13023, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000190/group_9/index_7996_seed_13023_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.008383886521914973, + "vlm_logprob": -0.008383886521914973, + "vlm_yes_no_margin": 5.675, + "vlm_token_credit": -0.008383886521914973, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.028826121240854263 + ], + "opposite_logprob_tokens": [ + -3.6538262367248535 + ], + "logprob_reward": -0.028826121240854263, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.028826121240854263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043601762503385544, + 0.02466297149658203, + 0.028738457709550858, + 0.11288630217313766, + 0.3488421142101288, + 0.05207175016403198, + 0.05905335023999214, + 0.05692264065146446, + 0.24393600225448608, + 0.029284639284014702 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.028826121240854263 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004653813783079386 + ], + "opposite_logprob_tokens": [ + -5.3796539306640625 + ], + "logprob_reward": -0.004653813783079386, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004653813783079386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10130826383829117, + 0.05333836004137993, + 0.0698738843202591, + 0.15975576639175415, + 0.1757572591304779, + 0.02057185210287571, + 0.06070471182465553, + 0.04054350405931473, + 0.21309803426265717, + 0.10504838079214096 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.004653813783079386 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0002420847595203668 + ], + "opposite_logprob_tokens": [ + -8.375242233276367 + ], + "logprob_reward": -0.0002420847595203668, + "yes_no_margin_reward": 8.375, + "token_credit_reward": -0.0002420847595203668, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03654323145747185, + 0.0131215900182724, + 0.025904105976223946, + 0.14039333164691925, + 0.20014077425003052, + 0.018821178004145622, + 0.053223565220832825, + 0.050000738352537155, + 0.37548425793647766, + 0.0863671749830246 + ], + "top_frames": [ + 8, + 4, + 3 + ], + "selected_reward": -0.0002420847595203668 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004098943900316954 + ], + "opposite_logprob_tokens": [ + -5.504098892211914 + ], + "logprob_reward": -0.004098943900316954, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004098943900316954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07195605337619781, + 0.11601395905017853, + 0.04286537691950798, + 0.06768576800823212, + 0.1162061020731926, + 0.052785713225603104, + 0.036163341253995895, + 0.01795426942408085, + 0.44784432649612427, + 0.03052503801882267 + ], + "top_frames": [ + 8, + 4, + 1 + ], + "selected_reward": -0.004098943900316954 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up of a Japanese giant flower horn seed pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the pod exhibit a dry, pale yellow and brown leathery texture?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the pod split open and curl back to release a dense cloud of seeds with silky white parachutes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background dark and softly blurred with sharp sidelighting sculpting the pod's form?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do the seeds drift and swirl in the air creating a tranquil atmosphere of natural wonder?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040984689258039 + ], + "opposite_logprob_tokens": [ + -5.504098415374756 + ], + "logprob_reward": -0.0040984689258039, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040984689258039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05072209611535072, + 0.027820441871881485, + 0.023242685943841934, + 0.1623336672782898, + 0.15220214426517487, + 0.06945832073688507, + 0.039680179208517075, + 0.10872884094715118, + 0.3305838406085968, + 0.03522781282663345 + ], + "top_frames": [ + 8, + 3, + 4 + ], + "selected_reward": -0.0040984689258039 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_0/index_tensor([2288, 2288])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_0/index_tensor([2288, 2288])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..212e28ce5b942dfd9098da31c25c3e47bab551c6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_0/index_tensor([2288, 2288])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot from a slightly upward angle, the camera held still, the entire scene captures a silent and poetic collapse in extreme slow motion. A row of bamboo fences, eroded by time to a grayish-yellow hue, its surface covered in tiny cracks and mottled marks of varying depths, stands silently. Soft, diffuse afternoon light filters through the dense canopy, casting dappled shadows on the emerald green, velvety moss-covered ground. Propelled by an invisible wind, the bamboo fence begins with a barely perceptible tremor, then slowly and uniformly tilts to one side, the angle gradually increasing with a graceful and deliberate rhythm. Scrutinized in slow motion, the fibers at the bamboo joints are stretched to the extreme, revealing a white texture reminiscent of a tear. The weathered hemp ropes binding the bamboo poles are strained to their limit, finally breaking gracefully in a silent collapse. Without support, the fence didn't collapse. Instead, like a choreographed ballet, it gently and controlledly fell to the ground, finally sinking softly into the thick lichen, stirring up a small cloud of spores and dust that slowly drifted away in the beams of light. The entire process was imbued with a tranquil Zen feeling, where decay and vitality blended together, creating a unique aesthetic atmosphere that was both melancholic and full of vitality.", + "seed": 21658, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_0/index_2288_seed_21658_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.6989550165832042, + "vlm_logprob": -0.6989550165832042, + "vlm_yes_no_margin": 0.725, + "vlm_token_credit": -0.6989550165832042, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22464217245578766 + ], + "opposite_logprob_tokens": [ + -1.7246421575546265 + ], + "logprob_reward": -0.22464217245578766, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.22464217245578766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1255667358636856, + 0.14097557961940765, + 0.21082323789596558, + 0.06259958446025848, + 0.13814164698123932, + 0.07325908541679382, + 0.10346819460391998, + 0.048745013773441315, + 0.030468041077256203, + 0.06595290452241898 + ], + "top_frames": [ + 2, + 1, + 4 + ], + "selected_reward": -0.22464217245578766 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.2379188537597656 + ], + "opposite_logprob_tokens": [ + -0.11291882395744324 + ], + "logprob_reward": -2.2379188537597656, + "yes_no_margin_reward": -2.125, + "token_credit_reward": -2.2379188537597656, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.15691184997558594, + 0.1130700409412384, + 0.08906242996454239, + 0.06314542144536972, + 0.33350715041160583, + 0.038123663514852524, + 0.07826051861047745, + 0.04101693257689476, + 0.028214070945978165, + 0.058687981218099594 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -2.2379188537597656 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0487067811191082 + ], + "opposite_logprob_tokens": [ + -3.0487067699432373 + ], + "logprob_reward": -0.0487067811191082, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0487067811191082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11911972612142563, + 0.07129031419754028, + 0.13099932670593262, + 0.05176972970366478, + 0.3215622007846832, + 0.06529440730810165, + 0.07601849734783173, + 0.0858849510550499, + 0.016690799966454506, + 0.061370089650154114 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.0487067811191082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22565323114395142 + ], + "opposite_logprob_tokens": [ + -1.6006531715393066 + ], + "logprob_reward": -0.22565323114395142, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22565323114395142, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09078069776296616, + 0.16413310170173645, + 0.08746019005775452, + 0.19293610751628876, + 0.22479721903800964, + 0.040886808186769485, + 0.037294864654541016, + 0.057641178369522095, + 0.025655444711446762, + 0.07841446250677109 + ], + "top_frames": [ + 4, + 3, + 1 + ], + "selected_reward": -0.22565323114395142 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7578540444374084 + ], + "opposite_logprob_tokens": [ + -0.6328540444374084 + ], + "logprob_reward": -0.7578540444374084, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7578540444374084, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.07725666463375092, + 0.11961480975151062, + 0.17160667479038239, + 0.06289336085319519, + 0.1116180270910263, + 0.1272238940000534, + 0.16572582721710205, + 0.08281402289867401, + 0.019523123279213905, + 0.061723582446575165 + ], + "top_frames": [ + 2, + 6, + 5 + ], + "selected_reward": -0.7578540444374084 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera held still, the entire scene captures a silent and poetic collapse in extreme slow motion. A row of bamboo fences, eroded by time to a grayish-yellow hue, its surface covered in tiny cracks and mottled marks of varying depths, stands silently. Soft, diffuse afternoon light filters through the dense canopy, casting dappled shadows on the emerald green, velvety moss-covered ground. Propelled by an invisible wind, the bamboo fence begins with a barely perceptible tremor, then slowly and uniformly tilts to one side, the angle gradually increasing with a graceful and deliberate rhythm. Scrutinized in slow motion, the fibers at the bamboo joints are stretched to the extreme, revealing a white texture reminiscent of a tear. The weathered hemp ropes binding the bamboo poles are strained to their limit, finally breaking gracefully in a silent collapse. Without support, the fence didn't collapse. Instead, like a choreographed ballet, it gently and controlledly fell to the ground, finally sinking softly into the thick lichen, stirring up a small cloud of spores and dust that slowly drifted away in the beams of light. The entire process was imbued with a tranquil Zen feeling, where decay and vitality blended together, creating a unique aesthetic atmosphere that was both melancholic and full of vitality.", + "seed": 21659, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_0/index_2288_seed_21659_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.5328081339597702, + "vlm_logprob": -0.5328081339597702, + "vlm_yes_no_margin": 0.975, + "vlm_token_credit": -0.5328081339597702, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22197729349136353 + ], + "opposite_logprob_tokens": [ + -1.7219772338867188 + ], + "logprob_reward": -0.22197729349136353, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.22197729349136353, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39397716522216797, + 0.03482339158654213, + 0.08475209772586823, + 0.0514831617474556, + 0.04309835657477379, + 0.09499983489513397, + 0.06455207616090775, + 0.06784123927354813, + 0.11964315921068192, + 0.04482952505350113 + ], + "top_frames": [ + 0, + 8, + 5 + ], + "selected_reward": -0.22197729349136353 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.7015634775161743 + ], + "opposite_logprob_tokens": [ + -0.2015635073184967 + ], + "logprob_reward": -1.7015634775161743, + "yes_no_margin_reward": -1.5, + "token_credit_reward": -1.7015634775161743, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3017287850379944, + 0.04160808399319649, + 0.10057172179222107, + 0.039711784571409225, + 0.024385273456573486, + 0.08980122953653336, + 0.23636691272258759, + 0.060177870094776154, + 0.07575632631778717, + 0.02989199198782444 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -1.7015634775161743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04309479892253876 + ], + "opposite_logprob_tokens": [ + -3.1680948734283447 + ], + "logprob_reward": -0.04309479892253876, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04309479892253876, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43372878432273865, + 0.03132909536361694, + 0.038248371332883835, + 0.12725508213043213, + 0.060849495232105255, + 0.04449958726763725, + 0.13149204850196838, + 0.06858860701322556, + 0.03338969126343727, + 0.030619226396083832 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.04309479892253876 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34870123863220215 + ], + "opposite_logprob_tokens": [ + -1.2237012386322021 + ], + "logprob_reward": -0.34870123863220215, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34870123863220215, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3665158450603485, + 0.028245791792869568, + 0.041856974363327026, + 0.055992864072322845, + 0.04421669617295265, + 0.09862510114908218, + 0.21498611569404602, + 0.08089787513017654, + 0.03967464342713356, + 0.028988037258386612 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.34870123863220215 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.34870386123657227 + ], + "opposite_logprob_tokens": [ + -1.2237038612365723 + ], + "logprob_reward": -0.34870386123657227, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.34870386123657227, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25672009587287903, + 0.03139998018741608, + 0.1506967395544052, + 0.0701785460114479, + 0.042512066662311554, + 0.13881126046180725, + 0.15519729256629944, + 0.09133321046829224, + 0.02948562242090702, + 0.033665187656879425 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.34870386123657227 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera held still, the entire scene captures a silent and poetic collapse in extreme slow motion. A row of bamboo fences, eroded by time to a grayish-yellow hue, its surface covered in tiny cracks and mottled marks of varying depths, stands silently. Soft, diffuse afternoon light filters through the dense canopy, casting dappled shadows on the emerald green, velvety moss-covered ground. Propelled by an invisible wind, the bamboo fence begins with a barely perceptible tremor, then slowly and uniformly tilts to one side, the angle gradually increasing with a graceful and deliberate rhythm. Scrutinized in slow motion, the fibers at the bamboo joints are stretched to the extreme, revealing a white texture reminiscent of a tear. The weathered hemp ropes binding the bamboo poles are strained to their limit, finally breaking gracefully in a silent collapse. Without support, the fence didn't collapse. Instead, like a choreographed ballet, it gently and controlledly fell to the ground, finally sinking softly into the thick lichen, stirring up a small cloud of spores and dust that slowly drifted away in the beams of light. The entire process was imbued with a tranquil Zen feeling, where decay and vitality blended together, creating a unique aesthetic atmosphere that was both melancholic and full of vitality.", + "seed": 21660, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_0/index_2288_seed_21660_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.6388283930718899, + "vlm_logprob": -0.6388283930718899, + "vlm_yes_no_margin": 0.925000011920929, + "vlm_token_credit": -0.6388283930718899, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20985333621501923 + ], + "opposite_logprob_tokens": [ + -1.8348532915115356 + ], + "logprob_reward": -0.20985333621501923, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.20985333621501923, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14887787401676178, + 0.200771763920784, + 0.08758838474750519, + 0.18235920369625092, + 0.13512851297855377, + 0.06082530692219734, + 0.04055194556713104, + 0.03900417312979698, + 0.02553967572748661, + 0.07935315370559692 + ], + "top_frames": [ + 1, + 3, + 0 + ], + "selected_reward": -0.20985333621501923 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.3502941131591797 + ], + "opposite_logprob_tokens": [ + -0.10029403865337372 + ], + "logprob_reward": -2.3502941131591797, + "yes_no_margin_reward": -2.25, + "token_credit_reward": -2.3502941131591797, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.35767102241516113, + 0.10622954368591309, + 0.08333049714565277, + 0.1243320032954216, + 0.04731190577149391, + 0.14181512594223022, + 0.04860468581318855, + 0.024322599172592163, + 0.02481473982334137, + 0.04156786575913429 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -2.3502941131591797 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06212301179766655 + ], + "opposite_logprob_tokens": [ + -2.8121230602264404 + ], + "logprob_reward": -0.06212301179766655, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06212301179766655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5194466710090637, + 0.09484976530075073, + 0.03547414392232895, + 0.12945379316806793, + 0.05215221643447876, + 0.07353002578020096, + 0.03313228115439415, + 0.020598124712705612, + 0.023489153012633324, + 0.017873840406537056 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.06212301179766655 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14288251101970673 + ], + "opposite_logprob_tokens": [ + -2.0178825855255127 + ], + "logprob_reward": -0.14288251101970673, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14288251101970673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33322688937187195, + 0.1343577802181244, + 0.08534542471170425, + 0.11411995440721512, + 0.060511935502290726, + 0.09452684968709946, + 0.050179339945316315, + 0.03537437692284584, + 0.02146040089428425, + 0.07089708000421524 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.14288251101970673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289889931678772 + ], + "opposite_logprob_tokens": [ + -1.0539889335632324 + ], + "logprob_reward": -0.4289889931678772, + "yes_no_margin_reward": 0.6249999403953552, + "token_credit_reward": -0.4289889931678772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6464138031005859, + 0.08806870132684708, + 0.03138480708003044, + 0.03648388013243675, + 0.026410602033138275, + 0.07376679033041, + 0.02631913684308529, + 0.01586333103477955, + 0.016719529405236244, + 0.038569387048482895 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.4289889931678772 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot from a slightly upward angle, the camera held still, the entire scene captures a silent and poetic collapse in extreme slow motion. A row of bamboo fences, eroded by time to a grayish-yellow hue, its surface covered in tiny cracks and mottled marks of varying depths, stands silently. Soft, diffuse afternoon light filters through the dense canopy, casting dappled shadows on the emerald green, velvety moss-covered ground. Propelled by an invisible wind, the bamboo fence begins with a barely perceptible tremor, then slowly and uniformly tilts to one side, the angle gradually increasing with a graceful and deliberate rhythm. Scrutinized in slow motion, the fibers at the bamboo joints are stretched to the extreme, revealing a white texture reminiscent of a tear. The weathered hemp ropes binding the bamboo poles are strained to their limit, finally breaking gracefully in a silent collapse. Without support, the fence didn't collapse. Instead, like a choreographed ballet, it gently and controlledly fell to the ground, finally sinking softly into the thick lichen, stirring up a small cloud of spores and dust that slowly drifted away in the beams of light. The entire process was imbued with a tranquil Zen feeling, where decay and vitality blended together, creating a unique aesthetic atmosphere that was both melancholic and full of vitality.", + "seed": 21661, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_0/index_2288_seed_21661_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.5514911979436874, + "vlm_logprob": -0.5514911979436874, + "vlm_yes_no_margin": 1.3749999761581422, + "vlm_token_credit": -0.5514911979436874, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11105933040380478 + ], + "opposite_logprob_tokens": [ + -2.6110594272613525 + ], + "logprob_reward": -0.11105933040380478, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.11105933040380478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06370963901281357, + 0.027091024443507195, + 0.04556852579116821, + 0.5871496796607971, + 0.04102608188986778, + 0.05236193537712097, + 0.04142223298549652, + 0.049814436584711075, + 0.054560113698244095, + 0.03729633614420891 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.11105933040380478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -2.017788887023926 + ], + "opposite_logprob_tokens": [ + -0.14278878271579742 + ], + "logprob_reward": -2.017788887023926, + "yes_no_margin_reward": -1.8750001192092896, + "token_credit_reward": -2.017788887023926, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09602614492177963, + 0.05236022546887398, + 0.031923647969961166, + 0.43222522735595703, + 0.046788472682237625, + 0.132148876786232, + 0.060371533036231995, + 0.034256309270858765, + 0.04568985849618912, + 0.06820973008871078 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -2.017788887023926 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043113868683576584 + ], + "opposite_logprob_tokens": [ + -3.168113946914673 + ], + "logprob_reward": -0.043113868683576584, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043113868683576584, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16856224834918976, + 0.12857577204704285, + 0.09555508941411972, + 0.0478619784116745, + 0.06240963935852051, + 0.13018393516540527, + 0.13291577994823456, + 0.08178194612264633, + 0.08362606167793274, + 0.06852754205465317 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.043113868683576584 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06209276244044304 + ], + "opposite_logprob_tokens": [ + -2.8120927810668945 + ], + "logprob_reward": -0.06209276244044304, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06209276244044304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05232562497258186, + 0.02843392640352249, + 0.03816244751214981, + 0.32891249656677246, + 0.06076528877019882, + 0.08108769357204437, + 0.18951813876628876, + 0.038852158933877945, + 0.07815902680158615, + 0.10378324240446091 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.06209276244044304 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene shot from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera held still throughout the shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are the bamboo fences grayish-yellow with tiny cracks and mottled marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the bamboo fence tilt slowly and uniformly to one side before collapsing?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the fence sink softly into thick lichen, stirring up a cloud of spores and dust?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.523401141166687 + ], + "opposite_logprob_tokens": [ + -0.898401141166687 + ], + "logprob_reward": -0.523401141166687, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.523401141166687, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06867353618144989, + 0.07086174190044403, + 0.19460619986057281, + 0.03102748841047287, + 0.0657743290066719, + 0.0720711424946785, + 0.07258398085832596, + 0.13036784529685974, + 0.18079406023025513, + 0.11323969066143036 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.523401141166687 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_1/index_tensor([7225, 7225])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_1/index_tensor([7225, 7225])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ed0f62b7a78de2a4ff830ea54e018d07c871ed63 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_1/index_tensor([7225, 7225])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In one uninterrupted, continuous shot, the camera rotates horizontally at an elegant and steady pace around a complex holographic projection of meteorological data suspended in the center of the frame. This three-dimensional spherical projection emanates a soft internal glow, its surface covered in a grid of finely crafted light lines, isobars, and shimmering data points. Within its translucent interior, powerful energy vortices swirl and churn in a fierce yet controlled manner, radiant streams of energy tearing and swirling within, forming dynamic spirals. Against the backdrop of this vast expanse lies the vastness of the cosmic void, a slowly rotating canvas of the Milky Way unfolding behind it. A dense ribbon of light composed of billions of stars drifts majestically like a river of diamond dust. The entire scene is presented entirely in Sebastian Salgado's signature high-contrast black and white tones, rendering the internal light and energy vortex of the holographic projection into a dazzling bright silver, contrasting sharply with the bottomless, velvety pure black in the background, while the distant galaxy appears as a magnificent tapestry of sharp white dots and soft gray mist, creating an awe-inspiring visual atmosphere that combines scientific rigor and cosmic epicness.", + "seed": 22632, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_1/index_7225_seed_22632_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05934886899776757, + "vlm_logprob": -0.05934886899776757, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.05934886899776757, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05377300828695297 + ], + "opposite_logprob_tokens": [ + -3.0537729263305664 + ], + "logprob_reward": -0.05377300828695297, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05377300828695297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0947059690952301, + 0.04590156674385071, + 0.043618831783533096, + 0.05851883441209793, + 0.31640833616256714, + 0.11148819327354431, + 0.04031824320554733, + 0.07864595204591751, + 0.04634532332420349, + 0.16404874622821808 + ], + "top_frames": [ + 4, + 9, + 5 + ], + "selected_reward": -0.05377300828695297 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028355412650853395 + ], + "opposite_logprob_tokens": [ + -5.877835750579834 + ], + "logprob_reward": -0.0028355412650853395, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028355412650853395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21832211315631866, + 0.07464467734098434, + 0.04378368332982063, + 0.06413300335407257, + 0.07228989899158478, + 0.13051176071166992, + 0.10663913935422897, + 0.16749048233032227, + 0.0726255550980568, + 0.049559686332941055 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.0028355412650853395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647141046822071 + ], + "opposite_logprob_tokens": [ + -4.7586469650268555 + ], + "logprob_reward": -0.008647141046822071, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647141046822071, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1366688311100006, + 0.03806638717651367, + 0.01971431076526642, + 0.056817587465047836, + 0.2774044871330261, + 0.15616528689861298, + 0.16093726456165314, + 0.05446003004908562, + 0.03597601503133774, + 0.06378982216119766 + ], + "top_frames": [ + 4, + 6, + 5 + ], + "selected_reward": -0.008647141046822071 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952725186944008 + ], + "opposite_logprob_tokens": [ + -5.130952835083008 + ], + "logprob_reward": -0.005952725186944008, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952725186944008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3755892217159271, + 0.06842929124832153, + 0.0334322489798069, + 0.05521806702017784, + 0.11370760947465897, + 0.10490847378969193, + 0.017250696197152138, + 0.042112063616514206, + 0.0388399101793766, + 0.15051238238811493 + ], + "top_frames": [ + 0, + 9, + 4 + ], + "selected_reward": -0.005952725186944008 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22553592920303345 + ], + "opposite_logprob_tokens": [ + -1.6005358695983887 + ], + "logprob_reward": -0.22553592920303345, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22553592920303345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08598649501800537, + 0.04244580492377281, + 0.026745179668068886, + 0.08528431504964828, + 0.15347035229206085, + 0.10606218874454498, + 0.059067949652671814, + 0.16333666443824768, + 0.08157209306955338, + 0.19602897763252258 + ], + "top_frames": [ + 9, + 7, + 4 + ], + "selected_reward": -0.22553592920303345 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In one uninterrupted, continuous shot, the camera rotates horizontally at an elegant and steady pace around a complex holographic projection of meteorological data suspended in the center of the frame. This three-dimensional spherical projection emanates a soft internal glow, its surface covered in a grid of finely crafted light lines, isobars, and shimmering data points. Within its translucent interior, powerful energy vortices swirl and churn in a fierce yet controlled manner, radiant streams of energy tearing and swirling within, forming dynamic spirals. Against the backdrop of this vast expanse lies the vastness of the cosmic void, a slowly rotating canvas of the Milky Way unfolding behind it. A dense ribbon of light composed of billions of stars drifts majestically like a river of diamond dust. The entire scene is presented entirely in Sebastian Salgado's signature high-contrast black and white tones, rendering the internal light and energy vortex of the holographic projection into a dazzling bright silver, contrasting sharply with the bottomless, velvety pure black in the background, while the distant galaxy appears as a magnificent tapestry of sharp white dots and soft gray mist, creating an awe-inspiring visual atmosphere that combines scientific rigor and cosmic epicness.", + "seed": 22633, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_1/index_7225_seed_22633_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.04778639818541706, + "vlm_logprob": -0.04778639818541706, + "vlm_yes_no_margin": 4.4, + "vlm_token_credit": -0.04778639818541706, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14705708622932434 + ], + "opposite_logprob_tokens": [ + -2.022057056427002 + ], + "logprob_reward": -0.14705708622932434, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14705708622932434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.49381065368652344, + 0.053824201226234436, + 0.05813612788915634, + 0.040944311767816544, + 0.06833786517381668, + 0.07063978165388107, + 0.027751358225941658, + 0.06074712797999382, + 0.044264305382966995, + 0.08154423534870148 + ], + "top_frames": [ + 0, + 9, + 5 + ], + "selected_reward": -0.14705708622932434 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0006484074983745813 + ], + "opposite_logprob_tokens": [ + -7.375648498535156 + ], + "logprob_reward": -0.0006484074983745813, + "yes_no_margin_reward": 7.375, + "token_credit_reward": -0.0006484074983745813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.44104766845703125, + 0.04621178284287453, + 0.06371346116065979, + 0.0438171848654747, + 0.11206289380788803, + 0.12275880575180054, + 0.03859435394406319, + 0.06321661919355392, + 0.035920094698667526, + 0.032657112926244736 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.0006484074983745813 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004641592036932707 + ], + "opposite_logprob_tokens": [ + -5.379641532897949 + ], + "logprob_reward": -0.004641592036932707, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004641592036932707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16203811764717102, + 0.08271124213933945, + 0.08623962104320526, + 0.08336057513952255, + 0.09823274612426758, + 0.24254687130451202, + 0.029824823141098022, + 0.0618722178041935, + 0.0917089581489563, + 0.061464808881282806 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.004641592036932707 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007628949359059334 + ], + "opposite_logprob_tokens": [ + -4.882628917694092 + ], + "logprob_reward": -0.007628949359059334, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007628949359059334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.172444686293602, + 0.03624483942985535, + 0.09515336155891418, + 0.1243434026837349, + 0.05347854271531105, + 0.2068069726228714, + 0.060804951936006546, + 0.1076873168349266, + 0.07662564516067505, + 0.06641031801700592 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.007628949359059334 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895595580339432 + ], + "opposite_logprob_tokens": [ + -2.578955888748169 + ], + "logprob_reward": -0.07895595580339432, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895595580339432, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0611966997385025, + 0.09119076281785965, + 0.08926399797201157, + 0.06394987553358078, + 0.15717557072639465, + 0.11423036456108093, + 0.0704091265797615, + 0.1932571530342102, + 0.10167934745550156, + 0.057647135108709335 + ], + "top_frames": [ + 7, + 4, + 5 + ], + "selected_reward": -0.07895595580339432 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In one uninterrupted, continuous shot, the camera rotates horizontally at an elegant and steady pace around a complex holographic projection of meteorological data suspended in the center of the frame. This three-dimensional spherical projection emanates a soft internal glow, its surface covered in a grid of finely crafted light lines, isobars, and shimmering data points. Within its translucent interior, powerful energy vortices swirl and churn in a fierce yet controlled manner, radiant streams of energy tearing and swirling within, forming dynamic spirals. Against the backdrop of this vast expanse lies the vastness of the cosmic void, a slowly rotating canvas of the Milky Way unfolding behind it. A dense ribbon of light composed of billions of stars drifts majestically like a river of diamond dust. The entire scene is presented entirely in Sebastian Salgado's signature high-contrast black and white tones, rendering the internal light and energy vortex of the holographic projection into a dazzling bright silver, contrasting sharply with the bottomless, velvety pure black in the background, while the distant galaxy appears as a magnificent tapestry of sharp white dots and soft gray mist, creating an awe-inspiring visual atmosphere that combines scientific rigor and cosmic epicness.", + "seed": 22634, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_1/index_7225_seed_22634_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06823549452237784, + "vlm_logprob": -0.06823549452237784, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.06823549452237784, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07736189663410187 + ], + "opposite_logprob_tokens": [ + -2.702361822128296 + ], + "logprob_reward": -0.07736189663410187, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07736189663410187, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1993224024772644, + 0.14924925565719604, + 0.08448505401611328, + 0.05969495698809624, + 0.08362554013729095, + 0.06275810301303864, + 0.039287637919187546, + 0.03187757357954979, + 0.024405041709542274, + 0.26529446244239807 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.07736189663410187 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009374991059303284 + ], + "opposite_logprob_tokens": [ + -7.000937461853027 + ], + "logprob_reward": -0.0009374991059303284, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009374991059303284, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1326056569814682, + 0.07786716520786285, + 0.15789943933486938, + 0.16565875709056854, + 0.08192859590053558, + 0.050524625927209854, + 0.022868014872074127, + 0.030384525656700134, + 0.06767171621322632, + 0.21259154379367828 + ], + "top_frames": [ + 9, + 3, + 2 + ], + "selected_reward": -0.0009374991059303284 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007629777304828167 + ], + "opposite_logprob_tokens": [ + -4.882629871368408 + ], + "logprob_reward": -0.007629777304828167, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007629777304828167, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19566398859024048, + 0.11045142263174057, + 0.20221814513206482, + 0.15467599034309387, + 0.08662368357181549, + 0.02402826026082039, + 0.023321274667978287, + 0.04312030225992203, + 0.048776522278785706, + 0.11112042516469955 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.007629777304828167 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031935188453644514 + ], + "opposite_logprob_tokens": [ + -5.753193378448486 + ], + "logprob_reward": -0.0031935188453644514, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031935188453644514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21806077659130096, + 0.06321091204881668, + 0.07426927983760834, + 0.03487244248390198, + 0.08942084014415741, + 0.0182064026594162, + 0.02605859935283661, + 0.03737412765622139, + 0.04536587372422218, + 0.39316076040267944 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.0031935188453644514 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25205478072166443 + ], + "opposite_logprob_tokens": [ + -1.5020548105239868 + ], + "logprob_reward": -0.25205478072166443, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25205478072166443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19173955917358398, + 0.06594990938901901, + 0.05703936144709587, + 0.01937001757323742, + 0.026293590664863586, + 0.02601180225610733, + 0.01776740327477455, + 0.05838334560394287, + 0.034910447895526886, + 0.5025345683097839 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.25205478072166443 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In one uninterrupted, continuous shot, the camera rotates horizontally at an elegant and steady pace around a complex holographic projection of meteorological data suspended in the center of the frame. This three-dimensional spherical projection emanates a soft internal glow, its surface covered in a grid of finely crafted light lines, isobars, and shimmering data points. Within its translucent interior, powerful energy vortices swirl and churn in a fierce yet controlled manner, radiant streams of energy tearing and swirling within, forming dynamic spirals. Against the backdrop of this vast expanse lies the vastness of the cosmic void, a slowly rotating canvas of the Milky Way unfolding behind it. A dense ribbon of light composed of billions of stars drifts majestically like a river of diamond dust. The entire scene is presented entirely in Sebastian Salgado's signature high-contrast black and white tones, rendering the internal light and energy vortex of the holographic projection into a dazzling bright silver, contrasting sharply with the bottomless, velvety pure black in the background, while the distant galaxy appears as a magnificent tapestry of sharp white dots and soft gray mist, creating an awe-inspiring visual atmosphere that combines scientific rigor and cosmic epicness.", + "seed": 22635, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_1/index_7225_seed_22635_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05574290997465141, + "vlm_logprob": -0.05574290997465141, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.05574290997465141, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18460997939109802 + ], + "opposite_logprob_tokens": [ + -1.8096100091934204 + ], + "logprob_reward": -0.18460997939109802, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18460997939109802, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18255853652954102, + 0.09021653234958649, + 0.14711061120033264, + 0.08512797951698303, + 0.16562537848949432, + 0.05936861410737038, + 0.04808507859706879, + 0.059247687458992004, + 0.10406354814767838, + 0.05859607830643654 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.18460997939109802 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00040391870425082743 + ], + "opposite_logprob_tokens": [ + -7.875403881072998 + ], + "logprob_reward": -0.00040391870425082743, + "yes_no_margin_reward": 7.875, + "token_credit_reward": -0.00040391870425082743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3151248097419739, + 0.0895828977227211, + 0.0666453093290329, + 0.054647788405418396, + 0.10988160967826843, + 0.12103580683469772, + 0.0389697439968586, + 0.052426766604185104, + 0.08836322277784348, + 0.06332200765609741 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.00040391870425082743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002491467399522662 + ], + "opposite_logprob_tokens": [ + -6.002491474151611 + ], + "logprob_reward": -0.002491467399522662, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002491467399522662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32073724269866943, + 0.0496438704431057, + 0.22637932002544403, + 0.05112927407026291, + 0.07260946184396744, + 0.10610133409500122, + 0.037946898490190506, + 0.03742985799908638, + 0.036536380648612976, + 0.06148628517985344 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.002491467399522662 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00219818577170372 + ], + "opposite_logprob_tokens": [ + -6.127198219299316 + ], + "logprob_reward": -0.00219818577170372, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.00219818577170372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1903800219297409, + 0.046130843460559845, + 0.256177693605423, + 0.05569988489151001, + 0.07520151883363724, + 0.07307379692792892, + 0.046485912054777145, + 0.018404610455036163, + 0.03835586458444595, + 0.20008984208106995 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.00219818577170372 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene presented in high-contrast black and white tones?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a three-dimensional spherical holographic projection visible in the center of the frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the holographic projection display a grid of light lines, isobars, and shimmering data points?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are energy vortices and radiant streams visible swirling inside the translucent interior of the projection?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera rotate horizontally around the holographic projection in a continuous shot?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08901099860668182 + ], + "opposite_logprob_tokens": [ + -2.4640109539031982 + ], + "logprob_reward": -0.08901099860668182, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08901099860668182, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061465371400117874, + 0.08504433184862137, + 0.26185399293899536, + 0.0841904804110527, + 0.1439514458179474, + 0.1228683665394783, + 0.0434478223323822, + 0.06138936057686806, + 0.039212848991155624, + 0.09657599031925201 + ], + "top_frames": [ + 2, + 4, + 5 + ], + "selected_reward": -0.08901099860668182 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_10/index_tensor([9443, 9443])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_10/index_tensor([9443, 9443])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e57e704ad68f83321429c9ddaba548f15e68036c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_10/index_tensor([9443, 9443])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up slow-motion shot, shot from an extremely low angle, focuses on the slippery asphalt of a city road on a rainy night. A shallow puddle, as still as a mirror, clearly reflects the gleaming neon lights of the surrounding skyscrapers and the outlines of the deep night sky, creating a vibrant yet tranquil miniature of the city. Suddenly, a spotlessly polished black Oxford dress shoe, its sharp highlights reflecting under the cool streetlight, descends from the upper frame with unwavering determination. The toe of the shoe plunges into the center of the puddle with precise force. In an instant, the city's reflection, composed of light and shadow, is crushed without hesitation, exploding into countless distorted, shimmering specks of color. Water splashes in all directions in a visually striking circular pattern, each drop catching and reflecting the surrounding neon lights, like a fleeting shower of jewels. Finally, the solid leather soles completely stepped into the water, completely submerging the broken reflection under the spreading turbid ripples. The whole picture is full of strong dramatic tension and a kind of cold determination, creating a film atmosphere that breaks the calm and is full of power.", + "seed": 32558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_10/index_9443_seed_32558_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.07242384041892365, + "vlm_logprob": -0.07242384041892365, + "vlm_yes_no_margin": 4.275, + "vlm_token_credit": -0.07242384041892365, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3157619535923004 + ], + "opposite_logprob_tokens": [ + -1.315761923789978 + ], + "logprob_reward": -0.3157619535923004, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3157619535923004, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19788964092731476, + 0.1240600049495697, + 0.04984410107135773, + 0.158044695854187, + 0.06503481417894363, + 0.057272400707006454, + 0.1292831301689148, + 0.044316988438367844, + 0.0382450707256794, + 0.13600915670394897 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.3157619535923004 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005964457057416439 + ], + "opposite_logprob_tokens": [ + -5.130964279174805 + ], + "logprob_reward": -0.005964457057416439, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005964457057416439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1460801064968109, + 0.05696042254567146, + 0.0938398689031601, + 0.15410137176513672, + 0.1328573375940323, + 0.07454580813646317, + 0.1750192940235138, + 0.02954484522342682, + 0.08445736020803452, + 0.05259355902671814 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.005964457057416439 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009789552539587021 + ], + "opposite_logprob_tokens": [ + -4.63478946685791 + ], + "logprob_reward": -0.009789552539587021, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009789552539587021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1538475751876831, + 0.07578234374523163, + 0.07443424314260483, + 0.25002768635749817, + 0.053826116025447845, + 0.041873183101415634, + 0.10389269143342972, + 0.06399916857481003, + 0.11569982022047043, + 0.06661718338727951 + ], + "top_frames": [ + 3, + 0, + 8 + ], + "selected_reward": -0.009789552539587021 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0008124388405121863 + ], + "opposite_logprob_tokens": [ + -7.125812530517578 + ], + "logprob_reward": -0.0008124388405121863, + "yes_no_margin_reward": 7.125, + "token_credit_reward": -0.0008124388405121863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17753620445728302, + 0.10176767408847809, + 0.11541303247213364, + 0.1185990422964096, + 0.17456477880477905, + 0.053006868809461594, + 0.07718199491500854, + 0.042524226009845734, + 0.07177376747131348, + 0.06763238459825516 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0008124388405121863 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979080006480217 + ], + "opposite_logprob_tokens": [ + -3.5297908782958984 + ], + "logprob_reward": -0.02979080006480217, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979080006480217, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12483648210763931, + 0.05973884090781212, + 0.04231979325413704, + 0.20243635773658752, + 0.08914433419704437, + 0.07370076328516006, + 0.05608293414115906, + 0.03765060752630234, + 0.07090850919485092, + 0.24318133294582367 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.02979080006480217 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, shot from an extremely low angle, focuses on the slippery asphalt of a city road on a rainy night. A shallow puddle, as still as a mirror, clearly reflects the gleaming neon lights of the surrounding skyscrapers and the outlines of the deep night sky, creating a vibrant yet tranquil miniature of the city. Suddenly, a spotlessly polished black Oxford dress shoe, its sharp highlights reflecting under the cool streetlight, descends from the upper frame with unwavering determination. The toe of the shoe plunges into the center of the puddle with precise force. In an instant, the city's reflection, composed of light and shadow, is crushed without hesitation, exploding into countless distorted, shimmering specks of color. Water splashes in all directions in a visually striking circular pattern, each drop catching and reflecting the surrounding neon lights, like a fleeting shower of jewels. Finally, the solid leather soles completely stepped into the water, completely submerging the broken reflection under the spreading turbid ripples. The whole picture is full of strong dramatic tension and a kind of cold determination, creating a film atmosphere that breaks the calm and is full of power.", + "seed": 32559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_10/index_9443_seed_32559_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06334901439258829, + "vlm_logprob": -0.06334901439258829, + "vlm_yes_no_margin": 4.575, + "vlm_token_credit": -0.06334901439258829, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28438156843185425 + ], + "opposite_logprob_tokens": [ + -1.409381628036499 + ], + "logprob_reward": -0.28438156843185425, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28438156843185425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2967725098133087, + 0.07156327366828918, + 0.17523030936717987, + 0.05034063011407852, + 0.03282368928194046, + 0.05412454158067703, + 0.07172048091888428, + 0.042441029101610184, + 0.07329950481653214, + 0.1316840797662735 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.28438156843185425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022136487532407045 + ], + "opposite_logprob_tokens": [ + -6.127213478088379 + ], + "logprob_reward": -0.0022136487532407045, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022136487532407045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1806141436100006, + 0.06100162863731384, + 0.360965758562088, + 0.03871171548962593, + 0.017665153369307518, + 0.0800403505563736, + 0.028871597722172737, + 0.01962307281792164, + 0.17337638139724731, + 0.03913027048110962 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.0022136487532407045 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008650213479995728 + ], + "opposite_logprob_tokens": [ + -4.758650302886963 + ], + "logprob_reward": -0.008650213479995728, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008650213479995728, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15291623771190643, + 0.060374073684215546, + 0.10367525368928909, + 0.1022982969880104, + 0.023712418973445892, + 0.17616185545921326, + 0.11444857716560364, + 0.05621063709259033, + 0.15993313491344452, + 0.05026949942111969 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.008650213479995728 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009214208112098277 + ], + "opposite_logprob_tokens": [ + -7.000921249389648 + ], + "logprob_reward": -0.0009214208112098277, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009214208112098277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12274104356765747, + 0.051902759820222855, + 0.08221616595983505, + 0.055219683796167374, + 0.044400881975889206, + 0.10308773070573807, + 0.06541770696640015, + 0.045863717794418335, + 0.3694636821746826, + 0.059686657041311264 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.0009214208112098277 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057822048664093 + ], + "opposite_logprob_tokens": [ + -3.895578145980835 + ], + "logprob_reward": -0.02057822048664093, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057822048664093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14051169157028198, + 0.057120826095342636, + 0.1951255202293396, + 0.07069361954927444, + 0.032186996191740036, + 0.12171690165996552, + 0.08765261620283127, + 0.05974266678094864, + 0.13388560712337494, + 0.10136354714632034 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.02057822048664093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, shot from an extremely low angle, focuses on the slippery asphalt of a city road on a rainy night. A shallow puddle, as still as a mirror, clearly reflects the gleaming neon lights of the surrounding skyscrapers and the outlines of the deep night sky, creating a vibrant yet tranquil miniature of the city. Suddenly, a spotlessly polished black Oxford dress shoe, its sharp highlights reflecting under the cool streetlight, descends from the upper frame with unwavering determination. The toe of the shoe plunges into the center of the puddle with precise force. In an instant, the city's reflection, composed of light and shadow, is crushed without hesitation, exploding into countless distorted, shimmering specks of color. Water splashes in all directions in a visually striking circular pattern, each drop catching and reflecting the surrounding neon lights, like a fleeting shower of jewels. Finally, the solid leather soles completely stepped into the water, completely submerging the broken reflection under the spreading turbid ripples. The whole picture is full of strong dramatic tension and a kind of cold determination, creating a film atmosphere that breaks the calm and is full of power.", + "seed": 32560, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_10/index_9443_seed_32560_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06896495744585991, + "vlm_logprob": -0.06896495744585991, + "vlm_yes_no_margin": 4.1, + "vlm_token_credit": -0.06896495744585991, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2869393825531006 + ], + "opposite_logprob_tokens": [ + -1.4119393825531006 + ], + "logprob_reward": -0.2869393825531006, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2869393825531006, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19013075530529022, + 0.2017630636692047, + 0.042191360145807266, + 0.040104981511831284, + 0.09111103415489197, + 0.09858709573745728, + 0.13754691183567047, + 0.08357125520706177, + 0.055234797298908234, + 0.0597587525844574 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.2869393825531006 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036371287424117327 + ], + "opposite_logprob_tokens": [ + -5.628637313842773 + ], + "logprob_reward": -0.0036371287424117327, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036371287424117327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13910247385501862, + 0.16942615807056427, + 0.04829057306051254, + 0.0709076002240181, + 0.10858889669179916, + 0.06698275357484818, + 0.14005164802074432, + 0.13199396431446075, + 0.08091139793395996, + 0.04374456778168678 + ], + "top_frames": [ + 1, + 6, + 0 + ], + "selected_reward": -0.0036371287424117327 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01421046070754528 + ], + "opposite_logprob_tokens": [ + -4.264210224151611 + ], + "logprob_reward": -0.01421046070754528, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01421046070754528, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07528766244649887, + 0.32944297790527344, + 0.3630112111568451, + 0.0384240560233593, + 0.035785481333732605, + 0.02384784445166588, + 0.03305654227733612, + 0.03695543855428696, + 0.03276152163743973, + 0.03142731264233589 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.01421046070754528 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019406310748308897 + ], + "opposite_logprob_tokens": [ + -6.251940727233887 + ], + "logprob_reward": -0.0019406310748308897, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019406310748308897, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1077738031744957, + 0.22444948554039001, + 0.0791405662894249, + 0.09185791015625, + 0.04486129805445671, + 0.038956623524427414, + 0.12293142080307007, + 0.06930240243673325, + 0.17509114742279053, + 0.04563533887267113 + ], + "top_frames": [ + 1, + 8, + 6 + ], + "selected_reward": -0.0019406310748308897 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038097184151411057 + ], + "opposite_logprob_tokens": [ + -3.2880971431732178 + ], + "logprob_reward": -0.038097184151411057, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038097184151411057, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10891252011060715, + 0.127486914396286, + 0.24967004358768463, + 0.05466276779770851, + 0.0661151334643364, + 0.06433883309364319, + 0.11816702038049698, + 0.09220273047685623, + 0.05902748182415962, + 0.05941648781299591 + ], + "top_frames": [ + 2, + 1, + 6 + ], + "selected_reward": -0.038097184151411057 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, shot from an extremely low angle, focuses on the slippery asphalt of a city road on a rainy night. A shallow puddle, as still as a mirror, clearly reflects the gleaming neon lights of the surrounding skyscrapers and the outlines of the deep night sky, creating a vibrant yet tranquil miniature of the city. Suddenly, a spotlessly polished black Oxford dress shoe, its sharp highlights reflecting under the cool streetlight, descends from the upper frame with unwavering determination. The toe of the shoe plunges into the center of the puddle with precise force. In an instant, the city's reflection, composed of light and shadow, is crushed without hesitation, exploding into countless distorted, shimmering specks of color. Water splashes in all directions in a visually striking circular pattern, each drop catching and reflecting the surrounding neon lights, like a fleeting shower of jewels. Finally, the solid leather soles completely stepped into the water, completely submerging the broken reflection under the spreading turbid ripples. The whole picture is full of strong dramatic tension and a kind of cold determination, creating a film atmosphere that breaks the calm and is full of power.", + "seed": 32561, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_10/index_9443_seed_32561_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.16148853006307035, + "vlm_logprob": -0.16148853006307035, + "vlm_yes_no_margin": 4.125, + "vlm_token_credit": -0.16148853006307035, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7617025375366211 + ], + "opposite_logprob_tokens": [ + -0.6367025375366211 + ], + "logprob_reward": -0.7617025375366211, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7617025375366211, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17577148973941803, + 0.06011459603905678, + 0.07966089248657227, + 0.06840828061103821, + 0.08365558087825775, + 0.2178163081407547, + 0.05624760314822197, + 0.041391629725694656, + 0.07403764873743057, + 0.14289595186710358 + ], + "top_frames": [ + 5, + 0, + 9 + ], + "selected_reward": -0.7617025375366211 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002214838284999132 + ], + "opposite_logprob_tokens": [ + -6.1272149085998535 + ], + "logprob_reward": -0.002214838284999132, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002214838284999132, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11774777621030807, + 0.15819035470485687, + 0.04428539425134659, + 0.05572950839996338, + 0.0694214478135109, + 0.17028453946113586, + 0.06689223647117615, + 0.10384226590394974, + 0.12463416159152985, + 0.0889723151922226 + ], + "top_frames": [ + 5, + 1, + 8 + ], + "selected_reward": -0.002214838284999132 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012552540749311447 + ], + "opposite_logprob_tokens": [ + -4.387552738189697 + ], + "logprob_reward": -0.012552540749311447, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012552540749311447, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09374736994504929, + 0.07863500714302063, + 0.4235851764678955, + 0.040664538741111755, + 0.03179195895791054, + 0.021668488159775734, + 0.041175369173288345, + 0.06601101905107498, + 0.1204465702176094, + 0.08227452635765076 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.012552540749311447 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011804286623373628 + ], + "opposite_logprob_tokens": [ + -6.751180648803711 + ], + "logprob_reward": -0.0011804286623373628, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011804286623373628, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13825786113739014, + 0.08521836251020432, + 0.15692786872386932, + 0.05525951087474823, + 0.19186876714229584, + 0.13842962682247162, + 0.03968704491853714, + 0.05408253148198128, + 0.10491594672203064, + 0.0353524386882782 + ], + "top_frames": [ + 4, + 2, + 5 + ], + "selected_reward": -0.0011804286623373628 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a close-up taken from an extremely low angle focusing on a city road?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set on a rainy night with a shallow puddle reflecting neon lights and the night sky?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a spotlessly polished black Oxford dress shoe descend from the upper frame and plunge into the center of the puddle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the shoe's entry crush the reflection and cause water to splash in a circular pattern with drops reflecting neon lights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the video show the leather soles of the shoe completely submerging the broken reflection under spreading turbid ripples?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979230508208275 + ], + "opposite_logprob_tokens": [ + -3.529792308807373 + ], + "logprob_reward": -0.02979230508208275, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979230508208275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14530758559703827, + 0.09481464326381683, + 0.11774575710296631, + 0.07297283411026001, + 0.05206054076552391, + 0.15492089092731476, + 0.06548599153757095, + 0.08251983672380447, + 0.05015425384044647, + 0.16401764750480652 + ], + "top_frames": [ + 9, + 5, + 0 + ], + "selected_reward": -0.02979230508208275 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_11/index_tensor([9259, 9259])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_11/index_tensor([9259, 9259])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..b96c8434388c0933cfa082955df16b0d284893bc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_11/index_tensor([9259, 9259])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, eye-level close-up immerses the viewer in a sleek, futuristic pet pod, rendered in a hyper-realistic Unreal Engine style with high-fidelity textures and ray-traced reflections. A fluffy, long-haired white Persian cat curls comfortably on a soft gray memory foam cushion, eyes gently closed, body undulating in a slow, calming rhythm. The pod's minimalist interior, composed of smooth, high-gloss white polymer curves, is initially bathed in the cool, sterile glow of soft blue LEDs, casting sharp, clean highlights across the cat's fur. The interior lighting then begins a slow, seamless transition; the cool blue hue deliberately dissolves and warms into a rich, comforting orange hue, lending the scene a soft, soothing atmosphere. Suddenly, this peaceful moment is violently shattered by a brief, jarring screen flicker; for a split second, the image glitches, shattering into digital artifacts with sharp pixels and flashes of magenta and green chromatic aberrations that momentarily disrupt the perfect, serene composition before it returns to a warm, stable scene, leaving behind a lingering sense of digital unease.", + "seed": 28724, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_11/index_9259_seed_28724_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3816371051012538, + "vlm_logprob": -0.3816371051012538, + "vlm_yes_no_margin": 2.424999988079071, + "vlm_token_credit": -0.3816371051012538, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47461992502212524 + ], + "opposite_logprob_tokens": [ + -0.9746199250221252 + ], + "logprob_reward": -0.47461992502212524, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47461992502212524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17875179648399353, + 0.021568769589066505, + 0.013993398286402225, + 0.022396335378289223, + 0.04061362147331238, + 0.31483766436576843, + 0.21453531086444855, + 0.045622047036886215, + 0.07230870425701141, + 0.07537229359149933 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.47461992502212524 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219158329069614 + ], + "opposite_logprob_tokens": [ + -4.264219284057617 + ], + "logprob_reward": -0.014219158329069614, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219158329069614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07477489858865738, + 0.02452511340379715, + 0.012719430029392242, + 0.019236013293266296, + 0.06421194970607758, + 0.06975051015615463, + 0.2779957056045532, + 0.3676542639732361, + 0.039814289659261703, + 0.04931780695915222 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.014219158329069614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009238027851097286 + ], + "opposite_logprob_tokens": [ + -7.0009236335754395 + ], + "logprob_reward": -0.0009238027851097286, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009238027851097286, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07933465391397476, + 0.022731177508831024, + 0.017249150201678276, + 0.022119849920272827, + 0.02675926871597767, + 0.04039744287729263, + 0.07025234401226044, + 0.28410807251930237, + 0.22653628885746002, + 0.2105116844177246 + ], + "top_frames": [ + 7, + 8, + 9 + ], + "selected_reward": -0.0009238027851097286 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813515067100525 + ], + "opposite_logprob_tokens": [ + -1.4063515663146973 + ], + "logprob_reward": -0.2813515067100525, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813515067100525, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04019768908619881, + 0.031855806708335876, + 0.021508943289518356, + 0.027644522488117218, + 0.11515869200229645, + 0.057778071612119675, + 0.2935304641723633, + 0.2805032730102539, + 0.06707409024238586, + 0.06474848091602325 + ], + "top_frames": [ + 6, + 7, + 4 + ], + "selected_reward": -0.2813515067100525 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.137071132659912 + ], + "opposite_logprob_tokens": [ + -0.38707107305526733 + ], + "logprob_reward": -1.137071132659912, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.137071132659912, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.1548052579164505, + 0.045510366559028625, + 0.014131881296634674, + 0.023764196783304214, + 0.06341467797756195, + 0.10541776567697525, + 0.20447835326194763, + 0.20431439578533173, + 0.042320702224969864, + 0.14184240996837616 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -1.137071132659912 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "static, eye-level close-up immerses the viewer in a sleek, futuristic pet pod, rendered in a hyper-realistic Unreal Engine style with high-fidelity textures and ray-traced reflections. A fluffy, long-haired white Persian cat curls comfortably on a soft gray memory foam cushion, eyes gently closed, body undulating in a slow, calming rhythm. The pod's minimalist interior, composed of smooth, high-gloss white polymer curves, is initially bathed in the cool, sterile glow of soft blue LEDs, casting sharp, clean highlights across the cat's fur. The interior lighting then begins a slow, seamless transition; the cool blue hue deliberately dissolves and warms into a rich, comforting orange hue, lending the scene a soft, soothing atmosphere. Suddenly, this peaceful moment is violently shattered by a brief, jarring screen flicker; for a split second, the image glitches, shattering into digital artifacts with sharp pixels and flashes of magenta and green chromatic aberrations that momentarily disrupt the perfect, serene composition before it returns to a warm, stable scene, leaving behind a lingering sense of digital unease.", + "seed": 28725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_11/index_9259_seed_28725_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09976000550668687, + "vlm_logprob": -0.09976000550668687, + "vlm_yes_no_margin": 3.375, + "vlm_token_credit": -0.09976000550668687, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1273159384727478 + ], + "opposite_logprob_tokens": [ + -2.1273159980773926 + ], + "logprob_reward": -0.1273159384727478, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1273159384727478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.033047694712877274, + 0.3890764117240906, + 0.01914117857813835, + 0.02860911935567856, + 0.05550723150372505, + 0.17708083987236023, + 0.11983244866132736, + 0.03516809642314911, + 0.02097385749220848, + 0.1215631440281868 + ], + "top_frames": [ + 1, + 5, + 9 + ], + "selected_reward": -0.1273159384727478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009791677817702293 + ], + "opposite_logprob_tokens": [ + -4.634791851043701 + ], + "logprob_reward": -0.009791677817702293, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009791677817702293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03142279386520386, + 0.1156226247549057, + 0.0612691305577755, + 0.017706239596009254, + 0.01976311020553112, + 0.08549069613218307, + 0.43612873554229736, + 0.021716441959142685, + 0.04854969680309296, + 0.16233056783676147 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.009791677817702293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013387774815782905 + ], + "opposite_logprob_tokens": [ + -6.626338958740234 + ], + "logprob_reward": -0.0013387774815782905, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013387774815782905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022570298984646797, + 0.05157347396016121, + 0.01926475204527378, + 0.008948448114097118, + 0.01768665574491024, + 0.050673771649599075, + 0.5991405248641968, + 0.024138402193784714, + 0.035486333072185516, + 0.17051739990711212 + ], + "top_frames": [ + 6, + 9, + 1 + ], + "selected_reward": -0.0013387774815782905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898955047130585 + ], + "opposite_logprob_tokens": [ + -2.5789895057678223 + ], + "logprob_reward": -0.07898955047130585, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898955047130585, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023126404732465744, + 0.0899391621351242, + 0.008827907033264637, + 0.00883514154702425, + 0.015365587547421455, + 0.044685740023851395, + 0.36440882086753845, + 0.016106341034173965, + 0.023753203451633453, + 0.40495172142982483 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.07898955047130585 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813640832901001 + ], + "opposite_logprob_tokens": [ + -1.4063640832901 + ], + "logprob_reward": -0.2813640832901001, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813640832901001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06052339822053909, + 0.43855351209640503, + 0.028832539916038513, + 0.017232432961463928, + 0.04792352393269539, + 0.07728198915719986, + 0.10791605710983276, + 0.0349433459341526, + 0.018386412411928177, + 0.16840672492980957 + ], + "top_frames": [ + 1, + 9, + 6 + ], + "selected_reward": -0.2813640832901001 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up immerses the viewer in a sleek, futuristic pet pod, rendered in a hyper-realistic Unreal Engine style with high-fidelity textures and ray-traced reflections. A fluffy, long-haired white Persian cat curls comfortably on a soft gray memory foam cushion, eyes gently closed, body undulating in a slow, calming rhythm. The pod's minimalist interior, composed of smooth, high-gloss white polymer curves, is initially bathed in the cool, sterile glow of soft blue LEDs, casting sharp, clean highlights across the cat's fur. The interior lighting then begins a slow, seamless transition; the cool blue hue deliberately dissolves and warms into a rich, comforting orange hue, lending the scene a soft, soothing atmosphere. Suddenly, this peaceful moment is violently shattered by a brief, jarring screen flicker; for a split second, the image glitches, shattering into digital artifacts with sharp pixels and flashes of magenta and green chromatic aberrations that momentarily disrupt the perfect, serene composition before it returns to a warm, stable scene, leaving behind a lingering sense of digital unease.", + "seed": 28726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_11/index_9259_seed_28726_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1611327786697075, + "vlm_logprob": -0.1611327786697075, + "vlm_yes_no_margin": 3.05, + "vlm_token_credit": -0.1611327786697075, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2260320633649826 + ], + "opposite_logprob_tokens": [ + -1.601032018661499 + ], + "logprob_reward": -0.2260320633649826, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2260320633649826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1792992651462555, + 0.09070862829685211, + 0.11684815585613251, + 0.4602419137954712, + 0.05632906034588814, + 0.03329577296972275, + 0.014357962645590305, + 0.00800588633865118, + 0.014468626119196415, + 0.026444701477885246 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.2260320633649826 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005956043489277363 + ], + "opposite_logprob_tokens": [ + -5.130956172943115 + ], + "logprob_reward": -0.005956043489277363, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005956043489277363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32283341884613037, + 0.08591224253177643, + 0.14191079139709473, + 0.12177783250808716, + 0.10837951302528381, + 0.0509934239089489, + 0.049782440066337585, + 0.03159206733107567, + 0.012551462277770042, + 0.07426682859659195 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.005956043489277363 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019422968616709113 + ], + "opposite_logprob_tokens": [ + -6.251942157745361 + ], + "logprob_reward": -0.0019422968616709113, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019422968616709113, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2722899615764618, + 0.059917598962783813, + 0.10805409401655197, + 0.08495716005563736, + 0.19493035972118378, + 0.10464391112327576, + 0.053800538182258606, + 0.021450182422995567, + 0.04118841886520386, + 0.05876776576042175 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.0019422968616709113 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428067535161972 + ], + "opposite_logprob_tokens": [ + -2.0178067684173584 + ], + "logprob_reward": -0.1428067535161972, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428067535161972, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5731079578399658, + 0.09017909318208694, + 0.09108801186084747, + 0.04788946360349655, + 0.06766866147518158, + 0.08146342635154724, + 0.012919983826577663, + 0.010653669014573097, + 0.0065938630141317844, + 0.018435854464769363 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.1428067535161972 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289267361164093 + ], + "opposite_logprob_tokens": [ + -1.053926706314087 + ], + "logprob_reward": -0.4289267361164093, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289267361164093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4677172005176544, + 0.0857866108417511, + 0.1763642430305481, + 0.0902513936161995, + 0.0576116107404232, + 0.03759907931089401, + 0.021605689078569412, + 0.017601417377591133, + 0.01199300680309534, + 0.033469732850790024 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.4289267361164093 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, eye-level close-up immerses the viewer in a sleek, futuristic pet pod, rendered in a hyper-realistic Unreal Engine style with high-fidelity textures and ray-traced reflections. A fluffy, long-haired white Persian cat curls comfortably on a soft gray memory foam cushion, eyes gently closed, body undulating in a slow, calming rhythm. The pod's minimalist interior, composed of smooth, high-gloss white polymer curves, is initially bathed in the cool, sterile glow of soft blue LEDs, casting sharp, clean highlights across the cat's fur. The interior lighting then begins a slow, seamless transition; the cool blue hue deliberately dissolves and warms into a rich, comforting orange hue, lending the scene a soft, soothing atmosphere. Suddenly, this peaceful moment is violently shattered by a brief, jarring screen flicker; for a split second, the image glitches, shattering into digital artifacts with sharp pixels and flashes of magenta and green chromatic aberrations that momentarily disrupt the perfect, serene composition before it returns to a warm, stable scene, leaving behind a lingering sense of digital unease.", + "seed": 28727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_11/index_9259_seed_28727_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.08020565048791468, + "vlm_logprob": -0.08020565048791468, + "vlm_yes_no_margin": 3.374999976158142, + "vlm_token_credit": -0.08020565048791468, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18021732568740845 + ], + "opposite_logprob_tokens": [ + -1.8052172660827637 + ], + "logprob_reward": -0.18021732568740845, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18021732568740845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07445991784334183, + 0.050061970949172974, + 0.030112233012914658, + 0.05293649062514305, + 0.04584555700421333, + 0.03203614056110382, + 0.0995272845029831, + 0.20595614612102509, + 0.354008287191391, + 0.05505595728754997 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.18021732568740845 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014208345673978329 + ], + "opposite_logprob_tokens": [ + -4.2642083168029785 + ], + "logprob_reward": -0.014208345673978329, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014208345673978329, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0724506750702858, + 0.0339721143245697, + 0.018483048304915428, + 0.04341306909918785, + 0.019294148311018944, + 0.04319533705711365, + 0.06351181864738464, + 0.14458833634853363, + 0.5398963689804077, + 0.02119504287838936 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.014208345673978329 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017170461360365152 + ], + "opposite_logprob_tokens": [ + -6.3767170906066895 + ], + "logprob_reward": -0.0017170461360365152, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017170461360365152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06570704281330109, + 0.04492301866412163, + 0.02659793198108673, + 0.017023349180817604, + 0.045487161725759506, + 0.04953775182366371, + 0.10260330140590668, + 0.42372846603393555, + 0.18196946382522583, + 0.04242252558469772 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.0017170461360365152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205769628286362 + ], + "opposite_logprob_tokens": [ + -2.8120577335357666 + ], + "logprob_reward": -0.06205769628286362, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205769628286362, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04521302878856659, + 0.07564717531204224, + 0.03490022197365761, + 0.03460400179028511, + 0.04285290464758873, + 0.11127691715955734, + 0.11614473909139633, + 0.1828579306602478, + 0.2308703064918518, + 0.12563271820545197 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.06205769628286362 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a fluffy, long-haired white Persian cat with eyes gently closed?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the cat resting on a soft gray memory foam cushion inside a sleek, futuristic pet pod?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the interior lighting transition smoothly from a cool blue hue to a warm orange hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the video include a brief glitch effect with sharp pixels and flashes of magenta and green chromatic aberrations?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style hyper-realistic with high-fidelity textures and ray-traced reflections?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428278386592865 + ], + "opposite_logprob_tokens": [ + -2.0178277492523193 + ], + "logprob_reward": -0.1428278386592865, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.1428278386592865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10963417589664459, + 0.06528603285551071, + 0.0301162488758564, + 0.0380205474793911, + 0.0319141261279583, + 0.06040753796696663, + 0.062283288687467575, + 0.13505546748638153, + 0.2722998261451721, + 0.19498269259929657 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.1428278386592865 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_12/index_tensor([1085, 1085])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_12/index_tensor([1085, 1085])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ee3107d642aa428ba29263b12d063966e52dd923 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_12/index_tensor([1085, 1085])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dramatic low-angle tracking shot, captured in stunning slow motion, follows a freestyle skier as she performs a spectacular aerial trick against a clear, deep blue sky. The camera follows the athlete's steady upward arc, capturing the perfect moment of pause. The snowboarder is a focused figure, wearing a sleek, matte black helmet with a few strands of black hair and large, frameless goggles with mirrored, iridescent lenses that reflect the sun and the distant snow-capped peaks. Their bodies are filled with athletic power, clad in vibrant, electric blue waterproof shell jackets that contrast sharply with the white surroundings, and loose-fitting, dark charcoal snow pants made of durable, textured material. Their bodies rotate through the air with graceful precision, their gloved right hands firmly gripping the heel edge of the ski, maintaining a controlled, stable position. The base of the ski is clearly visible, tilted toward the camera, its sharp metal edge gleaming in the sunlight. The scene is set in a high-altitude snow park, with the perfectly sculpted lip of a massive snow jump visible below. The bright, piercing sunlight created a high contrast, casting sharp shadows that traced the athletes' paths and making the fine mist of snow kicked up by takeoff shimmer like a cloud of diamonds. The overall atmosphere was one of exhilaration, suspended power and awe-inspiring grace, capturing the pinnacle of human performance in a majestic, wordless ballet.", + "seed": 2393, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_12/index_1085_seed_2393_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.20990751758217813, + "vlm_logprob": -0.20990751758217813, + "vlm_yes_no_margin": 2.225, + "vlm_token_credit": -0.20990751758217813, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.09054599702358246 + ], + "opposite_logprob_tokens": [ + -2.840545892715454 + ], + "logprob_reward": -0.09054599702358246, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.09054599702358246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18138419091701508, + 0.05990523472428322, + 0.08380413055419922, + 0.09008048474788666, + 0.17479555308818817, + 0.03855312988162041, + 0.07038182020187378, + 0.052118945866823196, + 0.13552559912204742, + 0.11345088481903076 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.09054599702358246 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47425076365470886 + ], + "opposite_logprob_tokens": [ + -0.9742507934570312 + ], + "logprob_reward": -0.47425076365470886, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47425076365470886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05339398235082626, + 0.05710627883672714, + 0.1027555763721466, + 0.05716395005583763, + 0.11695802211761475, + 0.0783807560801506, + 0.13457179069519043, + 0.09877635538578033, + 0.2524412274360657, + 0.04845210909843445 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.47425076365470886 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38703998923301697 + ], + "opposite_logprob_tokens": [ + -1.1370400190353394 + ], + "logprob_reward": -0.38703998923301697, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38703998923301697, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06527546793222427, + 0.10063733160495758, + 0.14760470390319824, + 0.04730649292469025, + 0.04389416426420212, + 0.07354892045259476, + 0.16022460162639618, + 0.0727868527173996, + 0.11735282093286514, + 0.17136868834495544 + ], + "top_frames": [ + 9, + 6, + 2 + ], + "selected_reward": -0.38703998923301697 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906563371419907 + ], + "opposite_logprob_tokens": [ + -2.4640655517578125 + ], + "logprob_reward": -0.08906563371419907, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906563371419907, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03264603391289711, + 0.04058742895722389, + 0.09147647023200989, + 0.015242244116961956, + 0.06737292557954788, + 0.06056520715355873, + 0.0895693302154541, + 0.035987693816423416, + 0.1267378330230713, + 0.43981486558914185 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.08906563371419907 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635204285383224 + ], + "opposite_logprob_tokens": [ + -4.7586350440979 + ], + "logprob_reward": -0.008635204285383224, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635204285383224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1092328205704689, + 0.07179147750139236, + 0.11350549757480621, + 0.12347698211669922, + 0.1911906898021698, + 0.05139589682221413, + 0.07393818348646164, + 0.0897517129778862, + 0.13689957559108734, + 0.03881727159023285 + ], + "top_frames": [ + 4, + 8, + 3 + ], + "selected_reward": -0.008635204285383224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot, captured in stunning slow motion, follows a freestyle skier as she performs a spectacular aerial trick against a clear, deep blue sky. The camera follows the athlete's steady upward arc, capturing the perfect moment of pause. The snowboarder is a focused figure, wearing a sleek, matte black helmet with a few strands of black hair and large, frameless goggles with mirrored, iridescent lenses that reflect the sun and the distant snow-capped peaks. Their bodies are filled with athletic power, clad in vibrant, electric blue waterproof shell jackets that contrast sharply with the white surroundings, and loose-fitting, dark charcoal snow pants made of durable, textured material. Their bodies rotate through the air with graceful precision, their gloved right hands firmly gripping the heel edge of the ski, maintaining a controlled, stable position. The base of the ski is clearly visible, tilted toward the camera, its sharp metal edge gleaming in the sunlight. The scene is set in a high-altitude snow park, with the perfectly sculpted lip of a massive snow jump visible below. The bright, piercing sunlight created a high contrast, casting sharp shadows that traced the athletes' paths and making the fine mist of snow kicked up by takeoff shimmer like a cloud of diamonds. The overall atmosphere was one of exhilaration, suspended power and awe-inspiring grace, capturing the pinnacle of human performance in a majestic, wordless ballet.", + "seed": 2394, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_12/index_1085_seed_2394_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.2428286962211132, + "vlm_logprob": -0.2428286962211132, + "vlm_yes_no_margin": 1.825000035762787, + "vlm_token_credit": -0.2428286962211132, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17329970002174377 + ], + "opposite_logprob_tokens": [ + -2.048299789428711 + ], + "logprob_reward": -0.17329970002174377, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.17329970002174377, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10539179295301437, + 0.10234324634075165, + 0.13746221363544464, + 0.21166013181209564, + 0.03325703367590904, + 0.06240561977028847, + 0.10827521979808807, + 0.08287118375301361, + 0.08301614224910736, + 0.07331741601228714 + ], + "top_frames": [ + 3, + 2, + 6 + ], + "selected_reward": -0.17329970002174377 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.42888063192367554 + ], + "opposite_logprob_tokens": [ + -1.0538806915283203 + ], + "logprob_reward": -0.42888063192367554, + "yes_no_margin_reward": 0.6250000596046448, + "token_credit_reward": -0.42888063192367554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13014863431453705, + 0.09026012569665909, + 0.1967349797487259, + 0.28138336539268494, + 0.04801151156425476, + 0.026878857985138893, + 0.04232358932495117, + 0.05500519648194313, + 0.05599628761410713, + 0.07325747609138489 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.42888063192367554 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5232953429222107 + ], + "opposite_logprob_tokens": [ + -0.8982953429222107 + ], + "logprob_reward": -0.5232953429222107, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5232953429222107, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07762504369020462, + 0.18759343028068542, + 0.0710095539689064, + 0.09811890870332718, + 0.05236869305372238, + 0.06967628747224808, + 0.03951277956366539, + 0.06705936044454575, + 0.0257866270840168, + 0.3112492859363556 + ], + "top_frames": [ + 9, + 1, + 3 + ], + "selected_reward": -0.5232953429222107 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497201159596443 + ], + "opposite_logprob_tokens": [ + -2.929971933364868 + ], + "logprob_reward": -0.05497201159596443, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497201159596443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11277233064174652, + 0.07782883942127228, + 0.05370163545012474, + 0.06598471850156784, + 0.05507328361272812, + 0.29860809445381165, + 0.040127530694007874, + 0.11532460153102875, + 0.02067088522017002, + 0.15990813076496124 + ], + "top_frames": [ + 5, + 9, + 7 + ], + "selected_reward": -0.05497201159596443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369579464197159 + ], + "opposite_logprob_tokens": [ + -3.408695697784424 + ], + "logprob_reward": -0.03369579464197159, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369579464197159, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09989751875400543, + 0.1431027352809906, + 0.09548050910234451, + 0.2291821837425232, + 0.046937547624111176, + 0.032336145639419556, + 0.12275639176368713, + 0.026471571996808052, + 0.06383366882801056, + 0.14000172913074493 + ], + "top_frames": [ + 3, + 1, + 9 + ], + "selected_reward": -0.03369579464197159 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot, captured in stunning slow motion, follows a freestyle skier as she performs a spectacular aerial trick against a clear, deep blue sky. The camera follows the athlete's steady upward arc, capturing the perfect moment of pause. The snowboarder is a focused figure, wearing a sleek, matte black helmet with a few strands of black hair and large, frameless goggles with mirrored, iridescent lenses that reflect the sun and the distant snow-capped peaks. Their bodies are filled with athletic power, clad in vibrant, electric blue waterproof shell jackets that contrast sharply with the white surroundings, and loose-fitting, dark charcoal snow pants made of durable, textured material. Their bodies rotate through the air with graceful precision, their gloved right hands firmly gripping the heel edge of the ski, maintaining a controlled, stable position. The base of the ski is clearly visible, tilted toward the camera, its sharp metal edge gleaming in the sunlight. The scene is set in a high-altitude snow park, with the perfectly sculpted lip of a massive snow jump visible below. The bright, piercing sunlight created a high contrast, casting sharp shadows that traced the athletes' paths and making the fine mist of snow kicked up by takeoff shimmer like a cloud of diamonds. The overall atmosphere was one of exhilaration, suspended power and awe-inspiring grace, capturing the pinnacle of human performance in a majestic, wordless ballet.", + "seed": 2395, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_12/index_1085_seed_2395_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.210586591437459, + "vlm_logprob": -0.210586591437459, + "vlm_yes_no_margin": 2.05, + "vlm_token_credit": -0.210586591437459, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1482817530632019 + ], + "opposite_logprob_tokens": [ + -2.2732818126678467 + ], + "logprob_reward": -0.1482817530632019, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1482817530632019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.018182333558797836, + 0.025059359148144722, + 0.006442174781113863, + 0.019214186817407608, + 0.007674075663089752, + 0.9055943489074707, + 0.003412081627175212, + 0.006089895498007536, + 0.0031557257752865553, + 0.005175858736038208 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.1482817530632019 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233109593391418 + ], + "opposite_logprob_tokens": [ + -0.8983109593391418 + ], + "logprob_reward": -0.5233109593391418, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233109593391418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05109362676739693, + 0.3368028700351715, + 0.03270234540104866, + 0.05388741195201874, + 0.034094974398612976, + 0.39890703558921814, + 0.016391582787036896, + 0.03140176460146904, + 0.03261202573776245, + 0.012106322683393955 + ], + "top_frames": [ + 5, + 1, + 3 + ], + "selected_reward": -0.5233109593391418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31343236565589905 + ], + "opposite_logprob_tokens": [ + -1.3134323358535767 + ], + "logprob_reward": -0.31343236565589905, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31343236565589905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17417800426483154, + 0.1967766135931015, + 0.0648588165640831, + 0.019909653812646866, + 0.0439651757478714, + 0.27025002241134644, + 0.02322930470108986, + 0.063191257417202, + 0.07238530367612839, + 0.07125586271286011 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.31343236565589905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038112103939056396 + ], + "opposite_logprob_tokens": [ + -3.288112163543701 + ], + "logprob_reward": -0.038112103939056396, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038112103939056396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04135478660464287, + 0.035205502063035965, + 0.0088017163798213, + 0.017167847603559494, + 0.018031803891062737, + 0.6717832088470459, + 0.027263673022389412, + 0.09485749155282974, + 0.039957333356142044, + 0.04557666927576065 + ], + "top_frames": [ + 5, + 7, + 9 + ], + "selected_reward": -0.038112103939056396 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029795775189995766 + ], + "opposite_logprob_tokens": [ + -3.5297958850860596 + ], + "logprob_reward": -0.029795775189995766, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029795775189995766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10081938654184341, + 0.044338326901197433, + 0.008515004068613052, + 0.08261577785015106, + 0.020924394950270653, + 0.6347391605377197, + 0.028343738988041878, + 0.032752685248851776, + 0.03286898881196976, + 0.014082579873502254 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.029795775189995766 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dramatic low-angle tracking shot, captured in stunning slow motion, follows a freestyle skier as she performs a spectacular aerial trick against a clear, deep blue sky. The camera follows the athlete's steady upward arc, capturing the perfect moment of pause. The snowboarder is a focused figure, wearing a sleek, matte black helmet with a few strands of black hair and large, frameless goggles with mirrored, iridescent lenses that reflect the sun and the distant snow-capped peaks. Their bodies are filled with athletic power, clad in vibrant, electric blue waterproof shell jackets that contrast sharply with the white surroundings, and loose-fitting, dark charcoal snow pants made of durable, textured material. Their bodies rotate through the air with graceful precision, their gloved right hands firmly gripping the heel edge of the ski, maintaining a controlled, stable position. The base of the ski is clearly visible, tilted toward the camera, its sharp metal edge gleaming in the sunlight. The scene is set in a high-altitude snow park, with the perfectly sculpted lip of a massive snow jump visible below. The bright, piercing sunlight created a high contrast, casting sharp shadows that traced the athletes' paths and making the fine mist of snow kicked up by takeoff shimmer like a cloud of diamonds. The overall atmosphere was one of exhilaration, suspended power and awe-inspiring grace, capturing the pinnacle of human performance in a majestic, wordless ballet.", + "seed": 2396, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_12/index_1085_seed_2396_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21162356343120337, + "vlm_logprob": -0.21162356343120337, + "vlm_yes_no_margin": 2.25, + "vlm_token_credit": -0.21162356343120337, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0921621322631836 + ], + "opposite_logprob_tokens": [ + -2.7171621322631836 + ], + "logprob_reward": -0.0921621322631836, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0921621322631836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1045028418302536, + 0.11970429122447968, + 0.1991300880908966, + 0.08364169299602509, + 0.0678015649318695, + 0.17647269368171692, + 0.0957975834608078, + 0.08039925992488861, + 0.04250887781381607, + 0.030041061341762543 + ], + "top_frames": [ + 2, + 5, + 1 + ], + "selected_reward": -0.0921621322631836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38703277707099915 + ], + "opposite_logprob_tokens": [ + -1.1370327472686768 + ], + "logprob_reward": -0.38703277707099915, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.38703277707099915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.048816218972206116, + 0.08819273114204407, + 0.11476043611764908, + 0.08448997139930725, + 0.18831905722618103, + 0.037248458713293076, + 0.07829128205776215, + 0.28910598158836365, + 0.0546000674366951, + 0.016175732016563416 + ], + "top_frames": [ + 7, + 4, + 2 + ], + "selected_reward": -0.38703277707099915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233041048049927 + ], + "opposite_logprob_tokens": [ + -0.8983041048049927 + ], + "logprob_reward": -0.5233041048049927, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233041048049927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09658008813858032, + 0.04982753098011017, + 0.06645937263965607, + 0.12931114435195923, + 0.13333487510681152, + 0.05449509620666504, + 0.039041999727487564, + 0.18571050465106964, + 0.08119626343250275, + 0.1640431433916092 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.5233041048049927 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308121278882027 + ], + "opposite_logprob_tokens": [ + -3.168081283569336 + ], + "logprob_reward": -0.04308121278882027, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308121278882027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06623535603284836, + 0.026267893612384796, + 0.30822405219078064, + 0.06168854981660843, + 0.12868329882621765, + 0.030187955126166344, + 0.024281203746795654, + 0.14891105890274048, + 0.04345305263996124, + 0.16206762194633484 + ], + "top_frames": [ + 2, + 9, + 7 + ], + "selected_reward": -0.04308121278882027 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot captured from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the video captured in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the skier wearing a matte black helmet with frameless goggles that have mirrored, iridescent lenses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the skier wearing a vibrant, electric blue waterproof shell jacket and dark charcoal snow pants?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera tracking the skier's upward arc against a clear, deep blue sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537590228021145 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537590228021145, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537590228021145, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.062014974653720856, + 0.03504474088549614, + 0.04166245460510254, + 0.31618908047676086, + 0.0892600566148758, + 0.07453659921884537, + 0.034943826496601105, + 0.2966655492782593, + 0.018222294747829437, + 0.031460393220186234 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.012537590228021145 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_13/index_tensor([2301, 2301])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_13/index_tensor([2301, 2301])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9756b346451fe24c0df82ba58d80d47fdc18dc9b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_13/index_tensor([2301, 2301])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "vast, cinematic, slow-motion aerial shot slowly zooms out and climbs upward. Under the signature celestial light of Makoto Shinkai's aesthetic, the sky is rendered a magnificent canvas of deep twilight blue and soft pinks and purples. The sparse clouds are outlined golden by the last rays of light on the horizon. Looking down, the camera reveals a vast expanse of float glass, its texture like flowing liquid metal, slowly enveloping a forgotten, abandoned city with an unstoppable yet incredibly gentle gesture. The surface of this vast wave of glass is as smooth as a mirror, yet its movement creates viscous, elegant ripples. Starting from the street, it silently flows over the cracked, mossy asphalt, and rises to embrace the weathered concrete skyscrapers and rusted steel frames. As the twilight light penetrates this slowly moving transparent curtain, it is distorted and fragmented, producing countless beautiful refractions and casting a rainbow-like spectrum across the ruins of the buildings. At the same time, countless dreamy spots of light, like elves floating in the air, roam around the picture in a soft, out-of-focus form (Bokeh), accompanied by several sharp and beautiful blue anamorphic lens flares that cross the screen, creating a surreal atmosphere that is both magnificent and slightly sad, as if time itself is being gently sealed by this beautiful crystal.", + "seed": 5726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_13/index_2301_seed_5726_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.08136962577700615, + "vlm_logprob": -0.08136962577700615, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.08136962577700615, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2113168090581894 + ], + "opposite_logprob_tokens": [ + -1.7113168239593506 + ], + "logprob_reward": -0.2113168090581894, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2113168090581894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23597854375839233, + 0.0698540061712265, + 0.051372479647397995, + 0.03876661881804466, + 0.0722462385892868, + 0.11136391758918762, + 0.10800273716449738, + 0.16252365708351135, + 0.09827449172735214, + 0.05161724239587784 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.2113168090581894 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869065806269646 + ], + "opposite_logprob_tokens": [ + -3.0486905574798584 + ], + "logprob_reward": -0.04869065806269646, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869065806269646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3607991635799408, + 0.24447183310985565, + 0.05929866060614586, + 0.023825664073228836, + 0.07942089438438416, + 0.046326834708452225, + 0.03618881478905678, + 0.030046312138438225, + 0.07147354632616043, + 0.04814823716878891 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.04869065806269646 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062063634395599365 + ], + "opposite_logprob_tokens": [ + -2.812063694000244 + ], + "logprob_reward": -0.062063634395599365, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062063634395599365, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1827944666147232, + 0.07558503746986389, + 0.06950346380472183, + 0.10729365050792694, + 0.1857534795999527, + 0.04141033813357353, + 0.04554622247815132, + 0.0748715028166771, + 0.10152781009674072, + 0.11571396887302399 + ], + "top_frames": [ + 4, + 0, + 9 + ], + "selected_reward": -0.062063634395599365 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497720092535019 + ], + "opposite_logprob_tokens": [ + -2.9299771785736084 + ], + "logprob_reward": -0.05497720092535019, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497720092535019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07334013283252716, + 0.07428722828626633, + 0.04344814270734787, + 0.03013920783996582, + 0.045264385640621185, + 0.046517543494701385, + 0.09299185127019882, + 0.2841349244117737, + 0.22035373747348785, + 0.08952278643846512 + ], + "top_frames": [ + 7, + 8, + 6 + ], + "selected_reward": -0.05497720092535019 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029799826443195343 + ], + "opposite_logprob_tokens": [ + -3.5297999382019043 + ], + "logprob_reward": -0.029799826443195343, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029799826443195343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47461366653442383, + 0.035777997225522995, + 0.03375902399420738, + 0.02033926732838154, + 0.05264953523874283, + 0.014533290639519691, + 0.12018144130706787, + 0.08075584471225739, + 0.08078880608081818, + 0.0866011381149292 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.029799826443195343 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vast, cinematic, slow-motion aerial shot slowly zooms out and climbs upward. Under the signature celestial light of Makoto Shinkai's aesthetic, the sky is rendered a magnificent canvas of deep twilight blue and soft pinks and purples. The sparse clouds are outlined golden by the last rays of light on the horizon. Looking down, the camera reveals a vast expanse of float glass, its texture like flowing liquid metal, slowly enveloping a forgotten, abandoned city with an unstoppable yet incredibly gentle gesture. The surface of this vast wave of glass is as smooth as a mirror, yet its movement creates viscous, elegant ripples. Starting from the street, it silently flows over the cracked, mossy asphalt, and rises to embrace the weathered concrete skyscrapers and rusted steel frames. As the twilight light penetrates this slowly moving transparent curtain, it is distorted and fragmented, producing countless beautiful refractions and casting a rainbow-like spectrum across the ruins of the buildings. At the same time, countless dreamy spots of light, like elves floating in the air, roam around the picture in a soft, out-of-focus form (Bokeh), accompanied by several sharp and beautiful blue anamorphic lens flares that cross the screen, creating a surreal atmosphere that is both magnificent and slightly sad, as if time itself is being gently sealed by this beautiful crystal.", + "seed": 5727, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_13/index_2301_seed_5727_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09082516953349114, + "vlm_logprob": -0.09082516953349114, + "vlm_yes_no_margin": 2.625, + "vlm_token_credit": -0.09082516953349114, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.18867430090904236 + ], + "opposite_logprob_tokens": [ + -1.8136743307113647 + ], + "logprob_reward": -0.18867430090904236, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.18867430090904236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1337365061044693, + 0.019625192508101463, + 0.037402283400297165, + 0.15267935395240784, + 0.07632207125425339, + 0.08607477694749832, + 0.3851644992828369, + 0.0686456561088562, + 0.015422855503857136, + 0.02492683194577694 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.18867430090904236 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01608831062912941 + ], + "opposite_logprob_tokens": [ + -4.141088485717773 + ], + "logprob_reward": -0.01608831062912941, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01608831062912941, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8954445123672485, + 0.005112023558467627, + 0.009931599721312523, + 0.019009828567504883, + 0.013462673872709274, + 0.01060755830258131, + 0.027715353295207024, + 0.003090697806328535, + 0.005324067547917366, + 0.010301637463271618 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.01608831062912941 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003259658813477 + ], + "opposite_logprob_tokens": [ + -2.6950325965881348 + ], + "logprob_reward": -0.07003259658813477, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003259658813477, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42113223671913147, + 0.009475081227719784, + 0.03072548843920231, + 0.1199047639966011, + 0.02685544267296791, + 0.05942254886031151, + 0.15351003408432007, + 0.07635029405355453, + 0.05052117258310318, + 0.052102915942668915 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.07003259658813477 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033965110778809 + ], + "opposite_logprob_tokens": [ + -2.350339651107788 + ], + "logprob_reward": -0.10033965110778809, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033965110778809, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2853573262691498, + 0.013556677848100662, + 0.053992241621017456, + 0.12773235142230988, + 0.11465103179216385, + 0.2900390028953552, + 0.08417204022407532, + 0.010323692113161087, + 0.006825414951890707, + 0.013350162655115128 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.10033965110778809 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07899098843336105 + ], + "opposite_logprob_tokens": [ + -2.578990936279297 + ], + "logprob_reward": -0.07899098843336105, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07899098843336105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4317825436592102, + 0.023676881566643715, + 0.01707565225660801, + 0.02887202799320221, + 0.17165173590183258, + 0.15016277134418488, + 0.08834366500377655, + 0.026716701686382294, + 0.01486484706401825, + 0.04685313254594803 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.07899098843336105 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vast, cinematic, slow-motion aerial shot slowly zooms out and climbs upward. Under the signature celestial light of Makoto Shinkai's aesthetic, the sky is rendered a magnificent canvas of deep twilight blue and soft pinks and purples. The sparse clouds are outlined golden by the last rays of light on the horizon. Looking down, the camera reveals a vast expanse of float glass, its texture like flowing liquid metal, slowly enveloping a forgotten, abandoned city with an unstoppable yet incredibly gentle gesture. The surface of this vast wave of glass is as smooth as a mirror, yet its movement creates viscous, elegant ripples. Starting from the street, it silently flows over the cracked, mossy asphalt, and rises to embrace the weathered concrete skyscrapers and rusted steel frames. As the twilight light penetrates this slowly moving transparent curtain, it is distorted and fragmented, producing countless beautiful refractions and casting a rainbow-like spectrum across the ruins of the buildings. At the same time, countless dreamy spots of light, like elves floating in the air, roam around the picture in a soft, out-of-focus form (Bokeh), accompanied by several sharp and beautiful blue anamorphic lens flares that cross the screen, creating a surreal atmosphere that is both magnificent and slightly sad, as if time itself is being gently sealed by this beautiful crystal.", + "seed": 5728, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_13/index_2301_seed_5728_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08950012177228928, + "vlm_logprob": -0.08950012177228928, + "vlm_yes_no_margin": 3.0249999523162843, + "vlm_token_credit": -0.08950012177228928, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3168400228023529 + ], + "opposite_logprob_tokens": [ + -1.3168400526046753 + ], + "logprob_reward": -0.3168400228023529, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3168400228023529, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04722965136170387, + 0.1353454440832138, + 0.047211505472660065, + 0.02595064789056778, + 0.1929493546485901, + 0.020371440798044205, + 0.05467859283089638, + 0.05249185115098953, + 0.05095740407705307, + 0.3728141188621521 + ], + "top_frames": [ + 9, + 4, + 1 + ], + "selected_reward": -0.3168400228023529 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018203457817435265 + ], + "opposite_logprob_tokens": [ + -4.018203258514404 + ], + "logprob_reward": -0.018203457817435265, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018203457817435265, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21084074676036835, + 0.5308792591094971, + 0.05885560065507889, + 0.0234141293913126, + 0.06595095247030258, + 0.008207114413380623, + 0.00911997351795435, + 0.017690466716885567, + 0.024530349299311638, + 0.050511397421360016 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.018203457817435265 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058744616806507 + ], + "opposite_logprob_tokens": [ + -3.89558744430542 + ], + "logprob_reward": -0.02058744616806507, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058744616806507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11653274297714233, + 0.3283219039440155, + 0.023212937638163567, + 0.042319171130657196, + 0.28576773405075073, + 0.029831117019057274, + 0.014397582970559597, + 0.04346431791782379, + 0.025033805519342422, + 0.09111873060464859 + ], + "top_frames": [ + 1, + 4, + 0 + ], + "selected_reward": -0.02058744616806507 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207147613167763 + ], + "opposite_logprob_tokens": [ + -2.8120715618133545 + ], + "logprob_reward": -0.06207147613167763, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207147613167763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12264706939458847, + 0.41234904527664185, + 0.04532964900135994, + 0.023817390203475952, + 0.0620218925178051, + 0.01304235216230154, + 0.014831040054559708, + 0.01770276576280594, + 0.1022467315196991, + 0.1860121339559555 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.06207147613167763 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029798205941915512 + ], + "opposite_logprob_tokens": [ + -3.5297982692718506 + ], + "logprob_reward": -0.029798205941915512, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029798205941915512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14725305140018463, + 0.5516708493232727, + 0.02219291403889656, + 0.017419343814253807, + 0.06261243671178818, + 0.01899206079542637, + 0.014002327807247639, + 0.02367381751537323, + 0.04262293502688408, + 0.09956023842096329 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.029798205941915512 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "vast, cinematic, slow-motion aerial shot slowly zooms out and climbs upward. Under the signature celestial light of Makoto Shinkai's aesthetic, the sky is rendered a magnificent canvas of deep twilight blue and soft pinks and purples. The sparse clouds are outlined golden by the last rays of light on the horizon. Looking down, the camera reveals a vast expanse of float glass, its texture like flowing liquid metal, slowly enveloping a forgotten, abandoned city with an unstoppable yet incredibly gentle gesture. The surface of this vast wave of glass is as smooth as a mirror, yet its movement creates viscous, elegant ripples. Starting from the street, it silently flows over the cracked, mossy asphalt, and rises to embrace the weathered concrete skyscrapers and rusted steel frames. As the twilight light penetrates this slowly moving transparent curtain, it is distorted and fragmented, producing countless beautiful refractions and casting a rainbow-like spectrum across the ruins of the buildings. At the same time, countless dreamy spots of light, like elves floating in the air, roam around the picture in a soft, out-of-focus form (Bokeh), accompanied by several sharp and beautiful blue anamorphic lens flares that cross the screen, creating a surreal atmosphere that is both magnificent and slightly sad, as if time itself is being gently sealed by this beautiful crystal.", + "seed": 5729, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_13/index_2301_seed_5729_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2645014561712742, + "vlm_logprob": -0.2645014561712742, + "vlm_yes_no_margin": 1.875, + "vlm_token_credit": -0.2645014561712742, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8312668204307556 + ], + "opposite_logprob_tokens": [ + -0.5812668204307556 + ], + "logprob_reward": -0.8312668204307556, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8312668204307556, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08418235182762146, + 0.030012749135494232, + 0.01732412353157997, + 0.22404195368289948, + 0.025838570669293404, + 0.051376428455114365, + 0.10756615549325943, + 0.04954620078206062, + 0.3171355724334717, + 0.09297585487365723 + ], + "top_frames": [ + 8, + 3, + 6 + ], + "selected_reward": -0.8312668204307556 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134654760360718 + ], + "opposite_logprob_tokens": [ + -1.3134654760360718 + ], + "logprob_reward": -0.3134654760360718, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134654760360718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1361941546201706, + 0.09222584217786789, + 0.1012941226363182, + 0.293782114982605, + 0.09683363139629364, + 0.037440914660692215, + 0.07496717572212219, + 0.09546150267124176, + 0.03819955140352249, + 0.03360096737742424 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.3134654760360718 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08908722549676895 + ], + "opposite_logprob_tokens": [ + -2.4640872478485107 + ], + "logprob_reward": -0.08908722549676895, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08908722549676895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10973584651947021, + 0.03756491839885712, + 0.019100913777947426, + 0.24680522084236145, + 0.06650400161743164, + 0.039782170206308365, + 0.19315215945243835, + 0.04243770241737366, + 0.0890531837940216, + 0.1558638960123062 + ], + "top_frames": [ + 3, + 6, + 9 + ], + "selected_reward": -0.08908722549676895 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033721841871738434 + ], + "opposite_logprob_tokens": [ + -3.408721923828125 + ], + "logprob_reward": -0.033721841871738434, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033721841871738434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07947389781475067, + 0.029295312240719795, + 0.03585262969136238, + 0.18446196615695953, + 0.21598459780216217, + 0.041323065757751465, + 0.13042724132537842, + 0.16708971560001373, + 0.07155154645442963, + 0.04454002529382706 + ], + "top_frames": [ + 4, + 3, + 7 + ], + "selected_reward": -0.033721841871738434 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot an aerial view that slowly zooms out and climbs upward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky rendered with deep twilight blue, soft pinks, and purples?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a vast expanse of float glass with a liquid metal texture visible, flowing over an abandoned city?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are there sharp blue anamorphic lens flares crossing the screen?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are there soft, out-of-focus dreamy spots of light (Bokeh) roaming around the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496591702103615 + ], + "opposite_logprob_tokens": [ + -2.9299659729003906 + ], + "logprob_reward": -0.05496591702103615, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496591702103615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09268272668123245, + 0.03337882459163666, + 0.07052219659090042, + 0.23375004529953003, + 0.1194290816783905, + 0.07267055660486221, + 0.04947257414460182, + 0.050450246781110764, + 0.11018012464046478, + 0.16746361553668976 + ], + "top_frames": [ + 3, + 9, + 4 + ], + "selected_reward": -0.05496591702103615 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_14/index_tensor([9471, 9471])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_14/index_tensor([9471, 9471])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..a8ac18f3dc88a4eddbc32bdd2750cc4c3e8dd499 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_14/index_tensor([9471, 9471])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "close-up slow-motion shot, shot from a level, slightly upward angle, the camera experiences a sharp, brief shake at the moment of impact. A muscular, glossy black beast, its amber eyes blazing with fury, slams its heavy shoulder and head into a massive, cold, thick reinforced glass wall with unstoppable force. At the moment of impact, countless silvery-white cracks spread with explosive speed, centered on the point of contact, instantly weaving a dense, intricate web across the smooth glass surface. These cracks catch and reflect the pale, cold light of the industrial fluorescent lights above, gleaming with a deathly gleam. Meanwhile, tiny glass shards and powder are visibly sprayed outward by the immense force of the impact. The entire scene is imbued with the momentary tension of primal violence colliding with the fragility of man-made objects, creating a heart-pounding, tense atmosphere of utter danger amidst the dull sound of the impact.", + "seed": 22978, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_14/index_9471_seed_22978_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.013368393247947096, + "vlm_logprob": -0.013368393247947096, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.013368393247947096, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009138778783380985 + ], + "opposite_logprob_tokens": [ + -4.884138584136963 + ], + "logprob_reward": -0.009138778783380985, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009138778783380985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22714528441429138, + 0.0981413796544075, + 0.15987178683280945, + 0.07419159263372421, + 0.23218978941440582, + 0.04567445069551468, + 0.036310866475105286, + 0.019296903163194656, + 0.03729509562253952, + 0.0698828175663948 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.009138778783380985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0019478887552395463 + ], + "opposite_logprob_tokens": [ + -6.25194787979126 + ], + "logprob_reward": -0.0019478887552395463, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.0019478887552395463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10771003365516663, + 0.14483287930488586, + 0.0626865029335022, + 0.04497714713215828, + 0.10388042032718658, + 0.07717543840408325, + 0.05873294547200203, + 0.05427298694849014, + 0.053313612937927246, + 0.2924180030822754 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.0019478887552395463 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001179595128633082 + ], + "opposite_logprob_tokens": [ + -6.7511796951293945 + ], + "logprob_reward": -0.001179595128633082, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.001179595128633082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1963912695646286, + 0.05535443127155304, + 0.037088558077812195, + 0.03961673378944397, + 0.045328546315431595, + 0.03503797948360443, + 0.042461588978767395, + 0.03825611621141434, + 0.18844501674175262, + 0.3220197260379791 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.001179595128633082 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944430362433195 + ], + "opposite_logprob_tokens": [ + -5.13094425201416 + ], + "logprob_reward": -0.005944430362433195, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944430362433195, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17294085025787354, + 0.0759204775094986, + 0.10231013596057892, + 0.03657057136297226, + 0.121671661734581, + 0.024373339489102364, + 0.043207816779613495, + 0.10711810737848282, + 0.059708256274461746, + 0.2561787962913513 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.005944430362433195 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048631273210048676 + ], + "opposite_logprob_tokens": [ + -3.048631191253662 + ], + "logprob_reward": -0.048631273210048676, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048631273210048676, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2374637871980667, + 0.11345773935317993, + 0.06670153886079788, + 0.06820006668567657, + 0.17187097668647766, + 0.04414179176092148, + 0.04558950290083885, + 0.08358103036880493, + 0.05483793467283249, + 0.11415566504001617 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.048631273210048676 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, shot from a level, slightly upward angle, the camera experiences a sharp, brief shake at the moment of impact. A muscular, glossy black beast, its amber eyes blazing with fury, slams its heavy shoulder and head into a massive, cold, thick reinforced glass wall with unstoppable force. At the moment of impact, countless silvery-white cracks spread with explosive speed, centered on the point of contact, instantly weaving a dense, intricate web across the smooth glass surface. These cracks catch and reflect the pale, cold light of the industrial fluorescent lights above, gleaming with a deathly gleam. Meanwhile, tiny glass shards and powder are visibly sprayed outward by the immense force of the impact. The entire scene is imbued with the momentary tension of primal violence colliding with the fragility of man-made objects, creating a heart-pounding, tense atmosphere of utter danger amidst the dull sound of the impact.", + "seed": 22979, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_14/index_9471_seed_22979_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01657479493878782, + "vlm_logprob": -0.01657479493878782, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.01657479493878782, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009149409830570221 + ], + "opposite_logprob_tokens": [ + -4.884149551391602 + ], + "logprob_reward": -0.009149409830570221, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.009149409830570221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14345620572566986, + 0.08241888135671616, + 0.10709838569164276, + 0.1314544826745987, + 0.02791033871471882, + 0.08484908938407898, + 0.12335082143545151, + 0.08852340281009674, + 0.13238894939422607, + 0.07854943722486496 + ], + "top_frames": [ + 0, + 8, + 3 + ], + "selected_reward": -0.009149409830570221 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003629170823842287 + ], + "opposite_logprob_tokens": [ + -5.628629207611084 + ], + "logprob_reward": -0.003629170823842287, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003629170823842287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13003647327423096, + 0.07649148255586624, + 0.1164739802479744, + 0.12087570130825043, + 0.09317968785762787, + 0.09869317710399628, + 0.0810505747795105, + 0.08817258477210999, + 0.1000838428735733, + 0.09494256973266602 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.003629170823842287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002821395406499505 + ], + "opposite_logprob_tokens": [ + -5.877821445465088 + ], + "logprob_reward": -0.002821395406499505, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002821395406499505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11257383972406387, + 0.06561639904975891, + 0.08750268071889877, + 0.08403624594211578, + 0.10978120565414429, + 0.08960786461830139, + 0.09715986251831055, + 0.11237052083015442, + 0.08484785258769989, + 0.15650345385074615 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.002821395406499505 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005250474438071251 + ], + "opposite_logprob_tokens": [ + -5.255250453948975 + ], + "logprob_reward": -0.005250474438071251, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005250474438071251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1303379237651825, + 0.05363433435559273, + 0.07882924377918243, + 0.17586635053157806, + 0.04033410921692848, + 0.09419170022010803, + 0.06366099417209625, + 0.09429202228784561, + 0.09159355610609055, + 0.17725978791713715 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.005250474438071251 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062023524194955826 + ], + "opposite_logprob_tokens": [ + -2.812023639678955 + ], + "logprob_reward": -0.062023524194955826, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062023524194955826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08658145368099213, + 0.033525437116622925, + 0.057260654866695404, + 0.3485734462738037, + 0.04130201041698456, + 0.052275270223617554, + 0.022970011457800865, + 0.03256794810295105, + 0.08572006970643997, + 0.23922370374202728 + ], + "top_frames": [ + 3, + 9, + 0 + ], + "selected_reward": -0.062023524194955826 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, shot from a level, slightly upward angle, the camera experiences a sharp, brief shake at the moment of impact. A muscular, glossy black beast, its amber eyes blazing with fury, slams its heavy shoulder and head into a massive, cold, thick reinforced glass wall with unstoppable force. At the moment of impact, countless silvery-white cracks spread with explosive speed, centered on the point of contact, instantly weaving a dense, intricate web across the smooth glass surface. These cracks catch and reflect the pale, cold light of the industrial fluorescent lights above, gleaming with a deathly gleam. Meanwhile, tiny glass shards and powder are visibly sprayed outward by the immense force of the impact. The entire scene is imbued with the momentary tension of primal violence colliding with the fragility of man-made objects, creating a heart-pounding, tense atmosphere of utter danger amidst the dull sound of the impact.", + "seed": 22980, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_14/index_9471_seed_22980_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013911803276278079, + "vlm_logprob": -0.013911803276278079, + "vlm_yes_no_margin": 5.2, + "vlm_token_credit": -0.013911803276278079, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006672127638012171 + ], + "opposite_logprob_tokens": [ + -5.131671905517578 + ], + "logprob_reward": -0.006672127638012171, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006672127638012171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0533500500023365, + 0.03670719265937805, + 0.013077566400170326, + 0.03143365681171417, + 0.019154435023665428, + 0.018347186967730522, + 0.10079977661371231, + 0.6040015816688538, + 0.017437119036912918, + 0.10569144785404205 + ], + "top_frames": [ + 7, + 9, + 6 + ], + "selected_reward": -0.006672127638012171 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002828290220350027 + ], + "opposite_logprob_tokens": [ + -5.877828121185303 + ], + "logprob_reward": -0.002828290220350027, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002828290220350027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23161731660366058, + 0.07085776329040527, + 0.04336240515112877, + 0.05466492474079132, + 0.031097840517759323, + 0.03944717347621918, + 0.08947617560625076, + 0.1817101389169693, + 0.035655878484249115, + 0.2221103310585022 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.002828290220350027 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015132891712710261 + ], + "opposite_logprob_tokens": [ + -6.501513481140137 + ], + "logprob_reward": -0.0015132891712710261, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015132891712710261, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11856507509946823, + 0.05924395099282265, + 0.040153052657842636, + 0.07938669621944427, + 0.04364274814724922, + 0.024668138474225998, + 0.06312999129295349, + 0.22077690064907074, + 0.08067312091588974, + 0.2697603106498718 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.0015132891712710261 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003613016800954938 + ], + "opposite_logprob_tokens": [ + -5.628612995147705 + ], + "logprob_reward": -0.003613016800954938, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003613016800954938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1988251656293869, + 0.057646989822387695, + 0.07318728417158127, + 0.04153751954436302, + 0.05867438390851021, + 0.030878372490406036, + 0.05125859007239342, + 0.1912248581647873, + 0.11729351431131363, + 0.17947335541248322 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.003613016800954938 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05493229255080223 + ], + "opposite_logprob_tokens": [ + -2.9299323558807373 + ], + "logprob_reward": -0.05493229255080223, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05493229255080223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3383835554122925, + 0.13190113008022308, + 0.06063639372587204, + 0.032839398831129074, + 0.04758860915899277, + 0.04073500633239746, + 0.05247808247804642, + 0.1482304036617279, + 0.06167042255401611, + 0.08553692698478699 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.05493229255080223 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "close-up slow-motion shot, shot from a level, slightly upward angle, the camera experiences a sharp, brief shake at the moment of impact. A muscular, glossy black beast, its amber eyes blazing with fury, slams its heavy shoulder and head into a massive, cold, thick reinforced glass wall with unstoppable force. At the moment of impact, countless silvery-white cracks spread with explosive speed, centered on the point of contact, instantly weaving a dense, intricate web across the smooth glass surface. These cracks catch and reflect the pale, cold light of the industrial fluorescent lights above, gleaming with a deathly gleam. Meanwhile, tiny glass shards and powder are visibly sprayed outward by the immense force of the impact. The entire scene is imbued with the momentary tension of primal violence colliding with the fragility of man-made objects, creating a heart-pounding, tense atmosphere of utter danger amidst the dull sound of the impact.", + "seed": 22981, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_14/index_9471_seed_22981_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018207312212325633, + "vlm_logprob": -0.018207312212325633, + "vlm_yes_no_margin": 5.325, + "vlm_token_credit": -0.018207312212325633, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004239619243890047 + ], + "opposite_logprob_tokens": [ + -5.754239559173584 + ], + "logprob_reward": -0.004239619243890047, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.004239619243890047, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08590438961982727, + 0.05274084955453873, + 0.02838592417538166, + 0.05962510406970978, + 0.020394811406731606, + 0.028249839320778847, + 0.018398869782686234, + 0.13446331024169922, + 0.01807314343750477, + 0.553763747215271 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.004239619243890047 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028325694147497416 + ], + "opposite_logprob_tokens": [ + -5.877832412719727 + ], + "logprob_reward": -0.0028325694147497416, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028325694147497416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0948200449347496, + 0.05597517266869545, + 0.03329518809914589, + 0.07948751747608185, + 0.09592239558696747, + 0.045176275074481964, + 0.04797918722033501, + 0.044700101017951965, + 0.04926051199436188, + 0.45338359475135803 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.0028325694147497416 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009205871028825641 + ], + "opposite_logprob_tokens": [ + -7.00092077255249 + ], + "logprob_reward": -0.0009205871028825641, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009205871028825641, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09667661041021347, + 0.08352047950029373, + 0.072186179459095, + 0.07025257498025894, + 0.16713561117649078, + 0.09852776676416397, + 0.11633110791444778, + 0.03785180673003197, + 0.1540648341178894, + 0.10345295816659927 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.0009205871028825641 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093007650226355 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093007650226355, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093007650226355, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06619644165039062, + 0.06493865698575974, + 0.05040808022022247, + 0.05764945223927498, + 0.12970219552516937, + 0.055584993213415146, + 0.11292462050914764, + 0.059218183159828186, + 0.02991342544555664, + 0.3734639585018158 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.004093007650226355 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a muscular, glossy black beast with amber eyes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the beast slam its heavy shoulder and head into a massive, thick reinforced glass wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do countless silvery-white cracks spread explosively from the point of contact to form a dense web across the glass?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are tiny glass shards and powder visibly sprayed outward by the force of the impact?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera experience a sharp, brief shake at the moment of impact?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07895077764987946 + ], + "opposite_logprob_tokens": [ + -2.578950881958008 + ], + "logprob_reward": -0.07895077764987946, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07895077764987946, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11830216646194458, + 0.10489474982023239, + 0.07341885566711426, + 0.09364083409309387, + 0.05850869044661522, + 0.0593649186193943, + 0.04921681433916092, + 0.06208765506744385, + 0.0378761924803257, + 0.3426890969276428 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.07895077764987946 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_15/index_tensor([1566, 1566])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_15/index_tensor([1566, 1566])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..044f172b73f383d924bbb30bbf584e44ee24489d --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_15/index_tensor([1566, 1566])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "dynamic first-person camera, nestled against the shimmering surface of the water, reveals the tip of a futuristically designed electric racing surfboard hurtling forward at breakneck speed, the speed of a flying sword. Constructed from sleek black carbon fiber, the board's streamlined silhouette appears razor-sharp at high speed. Streaks of luminescent cyan energy streak along its sides, creating faint trails of light in its motion. Its sharp leading edge neatly bisects the water's surface, sending two massive waves composed of white and light blue pixels to either side. These distinctly pixelated droplets splash, explode, and dissipate in dramatic arcs toward the camera. The ocean ahead is a dynamic mosaic of deep blue and turquoise pixels, stretching to the sharply defined horizon in the distance. Above, a vast sky of bright cyan pixels punctuates a few sharp-edged pixelated clouds composed of stacked white blocks. The entire world, from every ripple in the water to the reflection of the sunlight, is presented in a crisp, retro and vibrant dot-matrix pixel art style. Bright sunlight casts shimmering, blocky highlights composed of simple blocks of color on the pixelated water, creating a unique visual experience that is both nostalgic and futuristic, full of the ultimate pleasure and energy of free riding.", + "seed": 13570, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_15/index_1566_seed_13570_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.381843582354486, + "vlm_logprob": -0.381843582354486, + "vlm_yes_no_margin": 1.8, + "vlm_token_credit": -0.381843582354486, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.9747837781906128 + ], + "opposite_logprob_tokens": [ + -0.4747837483882904 + ], + "logprob_reward": -0.9747837781906128, + "yes_no_margin_reward": -0.5, + "token_credit_reward": -0.9747837781906128, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.3057388663291931, + 0.09881071746349335, + 0.2915852963924408, + 0.035134609788656235, + 0.017452571541070938, + 0.021816115826368332, + 0.12127061188220978, + 0.06604757159948349, + 0.03142227604985237, + 0.01072135753929615 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.9747837781906128 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577903866767883 + ], + "opposite_logprob_tokens": [ + -0.6327903866767883 + ], + "logprob_reward": -0.7577903866767883, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577903866767883, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.21774764358997345, + 0.09461190551519394, + 0.4484792947769165, + 0.038596004247665405, + 0.021875616163015366, + 0.05318596214056015, + 0.06792816519737244, + 0.027780262753367424, + 0.015434964559972286, + 0.014360153116285801 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.7577903866767883 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07897467911243439 + ], + "opposite_logprob_tokens": [ + -2.578974723815918 + ], + "logprob_reward": -0.07897467911243439, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07897467911243439, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21738030016422272, + 0.09323078393936157, + 0.5222581028938293, + 0.04455113783478737, + 0.013749263249337673, + 0.020313510671257973, + 0.04285277798771858, + 0.02302638255059719, + 0.017088351771235466, + 0.005549413152039051 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.07897467911243439 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903717249631882 + ], + "opposite_logprob_tokens": [ + -2.4640371799468994 + ], + "logprob_reward": -0.08903717249631882, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903717249631882, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24831654131412506, + 0.07661674916744232, + 0.17895084619522095, + 0.08022948354482651, + 0.08542819321155548, + 0.08838274329900742, + 0.15707634389400482, + 0.048488739877939224, + 0.021198198199272156, + 0.015312193892896175 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.08903717249631882 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631895296275616 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631895296275616, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631895296275616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1092776358127594, + 0.05059570446610451, + 0.5455729365348816, + 0.054170917719602585, + 0.04557732120156288, + 0.056036390364170074, + 0.09671039879322052, + 0.02171551063656807, + 0.011196978390216827, + 0.009146180003881454 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.008631895296275616 + } + ], + "vlm_decoded_outputs": [ + "No", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic first-person camera, nestled against the shimmering surface of the water, reveals the tip of a futuristically designed electric racing surfboard hurtling forward at breakneck speed, the speed of a flying sword. Constructed from sleek black carbon fiber, the board's streamlined silhouette appears razor-sharp at high speed. Streaks of luminescent cyan energy streak along its sides, creating faint trails of light in its motion. Its sharp leading edge neatly bisects the water's surface, sending two massive waves composed of white and light blue pixels to either side. These distinctly pixelated droplets splash, explode, and dissipate in dramatic arcs toward the camera. The ocean ahead is a dynamic mosaic of deep blue and turquoise pixels, stretching to the sharply defined horizon in the distance. Above, a vast sky of bright cyan pixels punctuates a few sharp-edged pixelated clouds composed of stacked white blocks. The entire world, from every ripple in the water to the reflection of the sunlight, is presented in a crisp, retro and vibrant dot-matrix pixel art style. Bright sunlight casts shimmering, blocky highlights composed of simple blocks of color on the pixelated water, creating a unique visual experience that is both nostalgic and futuristic, full of the ultimate pleasure and energy of free riding.", + "seed": 13571, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_15/index_1566_seed_13571_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.062189923133701086, + "vlm_logprob": -0.062189923133701086, + "vlm_yes_no_margin": 3.275, + "vlm_token_credit": -0.062189923133701086, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04616771265864372 + ], + "opposite_logprob_tokens": [ + -3.1711676120758057 + ], + "logprob_reward": -0.04616771265864372, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04616771265864372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12754890322685242, + 0.08874990791082382, + 0.0705840140581131, + 0.28517723083496094, + 0.10321222990751266, + 0.0543588362634182, + 0.036351777613162994, + 0.0986458882689476, + 0.040613047778606415, + 0.09475812315940857 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.04616771265864372 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16034312546253204 + ], + "opposite_logprob_tokens": [ + -1.9103431701660156 + ], + "logprob_reward": -0.16034312546253204, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16034312546253204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18197427690029144, + 0.15696091949939728, + 0.12361843138933182, + 0.07461535185575485, + 0.08811838924884796, + 0.05475911870598793, + 0.0413181409239769, + 0.11205074936151505, + 0.05267943814396858, + 0.11390520632266998 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.16034312546253204 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029792536050081253 + ], + "opposite_logprob_tokens": [ + -3.529792547225952 + ], + "logprob_reward": -0.029792536050081253, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029792536050081253, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24296879768371582, + 0.12151192873716354, + 0.11363301426172256, + 0.08948744088411331, + 0.1002238541841507, + 0.08031448721885681, + 0.03533351793885231, + 0.10863358527421951, + 0.03318415582180023, + 0.07470922917127609 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.029792536050081253 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001426070928574 + ], + "opposite_logprob_tokens": [ + -2.695014238357544 + ], + "logprob_reward": -0.07001426070928574, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001426070928574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1615661084651947, + 0.10032108426094055, + 0.11891474574804306, + 0.13754424452781677, + 0.09619501978158951, + 0.05225890502333641, + 0.0445377491414547, + 0.062187377363443375, + 0.0597725547850132, + 0.16670216619968414 + ], + "top_frames": [ + 9, + 0, + 3 + ], + "selected_reward": -0.07001426070928574 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004631980787962675 + ], + "opposite_logprob_tokens": [ + -5.379631996154785 + ], + "logprob_reward": -0.004631980787962675, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004631980787962675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1733694076538086, + 0.11109153181314468, + 0.1366688311100006, + 0.09130962938070297, + 0.05970361828804016, + 0.09263867884874344, + 0.03715997189283371, + 0.03884211927652359, + 0.08218155801296234, + 0.1770346760749817 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.004631980787962675 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic first-person camera, nestled against the shimmering surface of the water, reveals the tip of a futuristically designed electric racing surfboard hurtling forward at breakneck speed, the speed of a flying sword. Constructed from sleek black carbon fiber, the board's streamlined silhouette appears razor-sharp at high speed. Streaks of luminescent cyan energy streak along its sides, creating faint trails of light in its motion. Its sharp leading edge neatly bisects the water's surface, sending two massive waves composed of white and light blue pixels to either side. These distinctly pixelated droplets splash, explode, and dissipate in dramatic arcs toward the camera. The ocean ahead is a dynamic mosaic of deep blue and turquoise pixels, stretching to the sharply defined horizon in the distance. Above, a vast sky of bright cyan pixels punctuates a few sharp-edged pixelated clouds composed of stacked white blocks. The entire world, from every ripple in the water to the reflection of the sunlight, is presented in a crisp, retro and vibrant dot-matrix pixel art style. Bright sunlight casts shimmering, blocky highlights composed of simple blocks of color on the pixelated water, creating a unique visual experience that is both nostalgic and futuristic, full of the ultimate pleasure and energy of free riding.", + "seed": 13572, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_15/index_1566_seed_13572_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03569764868589118, + "vlm_logprob": -0.03569764868589118, + "vlm_yes_no_margin": 4.3, + "vlm_token_credit": -0.03569764868589118, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04052573814988136 + ], + "opposite_logprob_tokens": [ + -3.2905256748199463 + ], + "logprob_reward": -0.04052573814988136, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04052573814988136, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1100599616765976, + 0.18859374523162842, + 0.09325217455625534, + 0.058866702020168304, + 0.11295583099126816, + 0.12403269112110138, + 0.0870722159743309, + 0.032868918031454086, + 0.04016011953353882, + 0.1521376073360443 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.04052573814988136 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11291935294866562 + ], + "opposite_logprob_tokens": [ + -2.237919330596924 + ], + "logprob_reward": -0.11291935294866562, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11291935294866562, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16385173797607422, + 0.14088496565818787, + 0.08775251358747482, + 0.1002466231584549, + 0.1443052440881729, + 0.1689043939113617, + 0.04363255202770233, + 0.02793114446103573, + 0.050919968634843826, + 0.07157092541456223 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.11291935294866562 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01817992888391018 + ], + "opposite_logprob_tokens": [ + -4.018179893493652 + ], + "logprob_reward": -0.01817992888391018, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01817992888391018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08435197174549103, + 0.0848429948091507, + 0.1310807168483734, + 0.20554372668266296, + 0.11104589700698853, + 0.191009059548378, + 0.03840310871601105, + 0.047751374542713165, + 0.06132068485021591, + 0.04465048387646675 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.01817992888391018 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005945852026343346 + ], + "opposite_logprob_tokens": [ + -5.130945682525635 + ], + "logprob_reward": -0.005945852026343346, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005945852026343346, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1543162614107132, + 0.07040989398956299, + 0.47841334342956543, + 0.025232400745153427, + 0.04283677041530609, + 0.07395119965076447, + 0.023257361724972725, + 0.07226243615150452, + 0.022856244817376137, + 0.03646409139037132 + ], + "top_frames": [ + 2, + 0, + 5 + ], + "selected_reward": -0.005945852026343346 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009173714206553996 + ], + "opposite_logprob_tokens": [ + -7.000917434692383 + ], + "logprob_reward": -0.0009173714206553996, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009173714206553996, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14923124015331268, + 0.09480944275856018, + 0.10324250161647797, + 0.04722854495048523, + 0.17327505350112915, + 0.18979690968990326, + 0.04111754894256592, + 0.08980502188205719, + 0.033019207417964935, + 0.07847447693347931 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.0009173714206553996 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "dynamic first-person camera, nestled against the shimmering surface of the water, reveals the tip of a futuristically designed electric racing surfboard hurtling forward at breakneck speed, the speed of a flying sword. Constructed from sleek black carbon fiber, the board's streamlined silhouette appears razor-sharp at high speed. Streaks of luminescent cyan energy streak along its sides, creating faint trails of light in its motion. Its sharp leading edge neatly bisects the water's surface, sending two massive waves composed of white and light blue pixels to either side. These distinctly pixelated droplets splash, explode, and dissipate in dramatic arcs toward the camera. The ocean ahead is a dynamic mosaic of deep blue and turquoise pixels, stretching to the sharply defined horizon in the distance. Above, a vast sky of bright cyan pixels punctuates a few sharp-edged pixelated clouds composed of stacked white blocks. The entire world, from every ripple in the water to the reflection of the sunlight, is presented in a crisp, retro and vibrant dot-matrix pixel art style. Bright sunlight casts shimmering, blocky highlights composed of simple blocks of color on the pixelated water, creating a unique visual experience that is both nostalgic and futuristic, full of the ultimate pleasure and energy of free riding.", + "seed": 13573, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_15/index_1566_seed_13573_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.025382588524371384, + "vlm_logprob": -0.025382588524371384, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.025382588524371384, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05107337608933449 + ], + "opposite_logprob_tokens": [ + -3.0510733127593994 + ], + "logprob_reward": -0.05107337608933449, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05107337608933449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2612045705318451, + 0.06972043216228485, + 0.059759847819805145, + 0.07931595295667648, + 0.04786140099167824, + 0.043467920273542404, + 0.2033936083316803, + 0.037738900631666183, + 0.15492169559001923, + 0.042615752667188644 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.05107337608933449 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809615224599838 + ], + "opposite_logprob_tokens": [ + -3.2880961894989014 + ], + "logprob_reward": -0.03809615224599838, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809615224599838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12756143510341644, + 0.18591460585594177, + 0.0757661685347557, + 0.08988139778375626, + 0.037406325340270996, + 0.028778955340385437, + 0.06868039071559906, + 0.049770429730415344, + 0.2517385184764862, + 0.08450181037187576 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.03809615224599838 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533116154372692 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.012533116154372692, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533116154372692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08892969787120819, + 0.22625602781772614, + 0.05185690149664879, + 0.061793308705091476, + 0.03409953787922859, + 0.03718528896570206, + 0.11627420783042908, + 0.1346556544303894, + 0.20761224627494812, + 0.04133709520101547 + ], + "top_frames": [ + 1, + 8, + 7 + ], + "selected_reward": -0.012533116154372692 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057950384914875 + ], + "opposite_logprob_tokens": [ + -3.8955795764923096 + ], + "logprob_reward": -0.02057950384914875, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057950384914875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0909804031252861, + 0.12385767698287964, + 0.05429849401116371, + 0.09178458899259567, + 0.028549956157803535, + 0.02368784323334694, + 0.09858638793230057, + 0.030243519693613052, + 0.4046061635017395, + 0.053404927253723145 + ], + "top_frames": [ + 8, + 1, + 6 + ], + "selected_reward": -0.02057950384914875 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned in a dynamic first-person perspective?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the main subject a futuristically designed electric racing surfboard constructed from sleek black carbon fiber?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are streaks of luminescent cyan energy visible along the sides of the surfboard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the visual style a crisp retro and vibrant dot-matrix pixel art style with sharp-edged pixels?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a vast sky of bright cyan pixels with sharp-edged pixelated clouds composed of stacked white blocks?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004630794283002615 + ], + "opposite_logprob_tokens": [ + -5.3796305656433105 + ], + "logprob_reward": -0.004630794283002615, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004630794283002615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14559121429920197, + 0.10252957046031952, + 0.11623325943946838, + 0.06260941922664642, + 0.036615416407585144, + 0.033374473452568054, + 0.07663533091545105, + 0.14365951716899872, + 0.21066653728485107, + 0.07208529114723206 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.004630794283002615 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_2/index_tensor([9020, 9020])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_2/index_tensor([9020, 9020])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8bb740087287eecfd9acf3b7196281dc87a22ff8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_2/index_tensor([9020, 9020])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, shot from a low angle, slowly pulls back. The centerpiece is a man with tousled black hair, wearing a dark, weathered leather jacket. He looks back in terror, his eyes wide and his mouth slightly open, his face a mixture of disbelief and the instinct for survival. Not far behind him, several massive, angular rocks the size of houses roar down from the gloomy sky. They crash with devastating force onto the rugged terrain, instantly shattering into countless rubble of varying sizes. At the moment of impact, a thick, gray-brown cloud of dust erupts like an explosion, forming a billowing wall that quickly engulfs the distant background, leaving only blurred outlines. Under the gloomy, oppressive sky, the flying debris and thick dust dance in a chaotic haze. Light is scattered by the thick dust, creating a hazy, chaotic visual effect. The entire scene is imbued with a sense of apocalyptic destruction and a suffocating atmosphere of tension.", + "seed": 6798, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_2/index_9020_seed_6798_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04668299672193825, + "vlm_logprob": -0.04668299672193825, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.04668299672193825, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.036449696868658066 + ], + "opposite_logprob_tokens": [ + -3.536449670791626 + ], + "logprob_reward": -0.036449696868658066, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.036449696868658066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0806427150964737, + 0.038852062076330185, + 0.11134570837020874, + 0.11622396111488342, + 0.14725494384765625, + 0.1789567917585373, + 0.05512407422065735, + 0.0411529503762722, + 0.03739480301737785, + 0.19305194914340973 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.036449696868658066 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.160337433218956 + ], + "opposite_logprob_tokens": [ + -1.9103374481201172 + ], + "logprob_reward": -0.160337433218956, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.160337433218956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05197370797395706, + 0.038289278745651245, + 0.10462446510791779, + 0.16084463894367218, + 0.2269463986158371, + 0.2861638069152832, + 0.04516661539673805, + 0.01768793910741806, + 0.019543390721082687, + 0.04875973239541054 + ], + "top_frames": [ + 5, + 4, + 3 + ], + "selected_reward": -0.160337433218956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638269543647766 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.004638269543647766, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638269543647766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14849846065044403, + 0.06648583710193634, + 0.06394079327583313, + 0.08388157933950424, + 0.10502387583255768, + 0.17771315574645996, + 0.1708066314458847, + 0.040962833911180496, + 0.05367368087172508, + 0.08901318907737732 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.004638269543647766 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029794966802001 + ], + "opposite_logprob_tokens": [ + -3.529794931411743 + ], + "logprob_reward": -0.029794966802001, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029794966802001, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1494217962026596, + 0.04213360324501991, + 0.06485898047685623, + 0.07375244051218033, + 0.09455122798681259, + 0.14509068429470062, + 0.12953656911849976, + 0.046259477734565735, + 0.044361814856529236, + 0.2100333869457245 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.029794966802001 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021946171764284372 + ], + "opposite_logprob_tokens": [ + -6.127194404602051 + ], + "logprob_reward": -0.0021946171764284372, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021946171764284372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14260676503181458, + 0.05228598415851593, + 0.14632782340049744, + 0.052912019193172455, + 0.15882982313632965, + 0.14730343222618103, + 0.05180422216653824, + 0.046300340443849564, + 0.03603131324052811, + 0.16559824347496033 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.0021946171764284372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a low angle, slowly pulls back. The centerpiece is a man with tousled black hair, wearing a dark, weathered leather jacket. He looks back in terror, his eyes wide and his mouth slightly open, his face a mixture of disbelief and the instinct for survival. Not far behind him, several massive, angular rocks the size of houses roar down from the gloomy sky. They crash with devastating force onto the rugged terrain, instantly shattering into countless rubble of varying sizes. At the moment of impact, a thick, gray-brown cloud of dust erupts like an explosion, forming a billowing wall that quickly engulfs the distant background, leaving only blurred outlines. Under the gloomy, oppressive sky, the flying debris and thick dust dance in a chaotic haze. Light is scattered by the thick dust, creating a hazy, chaotic visual effect. The entire scene is imbued with a sense of apocalyptic destruction and a suffocating atmosphere of tension.", + "seed": 6799, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_2/index_9020_seed_6799_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10789745765505358, + "vlm_logprob": -0.10789745765505358, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.10789745765505358, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05708584561944008 + ], + "opposite_logprob_tokens": [ + -3.0570857524871826 + ], + "logprob_reward": -0.05708584561944008, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.05708584561944008, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22164039313793182, + 0.04652215540409088, + 0.032554227858781815, + 0.20597665011882782, + 0.05959261208772659, + 0.04271719232201576, + 0.08648853749036789, + 0.17296962440013885, + 0.05421847477555275, + 0.07732012122869492 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.05708584561944008 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47425031661987305 + ], + "opposite_logprob_tokens": [ + -0.974250316619873 + ], + "logprob_reward": -0.47425031661987305, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47425031661987305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05681418254971504, + 0.01934344507753849, + 0.01338245254009962, + 0.3611959218978882, + 0.017831338569521904, + 0.023448115214705467, + 0.08837569504976273, + 0.12196909636259079, + 0.12134118378162384, + 0.17629854381084442 + ], + "top_frames": [ + 3, + 9, + 7 + ], + "selected_reward": -0.47425031661987305 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036194308195263147 + ], + "opposite_logprob_tokens": [ + -5.628619194030762 + ], + "logprob_reward": -0.0036194308195263147, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036194308195263147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13098235428333282, + 0.04263520985841751, + 0.05061691626906395, + 0.3331473469734192, + 0.09624942392110825, + 0.061168372631073, + 0.12484381347894669, + 0.02705039456486702, + 0.09926199167966843, + 0.03404417261481285 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0036194308195263147 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00361420470289886 + ], + "opposite_logprob_tokens": [ + -5.62861442565918 + ], + "logprob_reward": -0.00361420470289886, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.00361420470289886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19256091117858887, + 0.09067557752132416, + 0.05062904581427574, + 0.3861743211746216, + 0.023083427920937538, + 0.01833071932196617, + 0.05145923048257828, + 0.05111629515886307, + 0.07589662820100784, + 0.06007383018732071 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.00361420470289886 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009174905135296285 + ], + "opposite_logprob_tokens": [ + -7.000917434692383 + ], + "logprob_reward": -0.0009174905135296285, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009174905135296285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1277024745941162, + 0.020076893270015717, + 0.01968538574874401, + 0.639009416103363, + 0.018283618614077568, + 0.03475628048181534, + 0.06838061660528183, + 0.015016417019069195, + 0.022458160296082497, + 0.03463070094585419 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.0009174905135296285 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a low angle, slowly pulls back. The centerpiece is a man with tousled black hair, wearing a dark, weathered leather jacket. He looks back in terror, his eyes wide and his mouth slightly open, his face a mixture of disbelief and the instinct for survival. Not far behind him, several massive, angular rocks the size of houses roar down from the gloomy sky. They crash with devastating force onto the rugged terrain, instantly shattering into countless rubble of varying sizes. At the moment of impact, a thick, gray-brown cloud of dust erupts like an explosion, forming a billowing wall that quickly engulfs the distant background, leaving only blurred outlines. Under the gloomy, oppressive sky, the flying debris and thick dust dance in a chaotic haze. Light is scattered by the thick dust, creating a hazy, chaotic visual effect. The entire scene is imbued with a sense of apocalyptic destruction and a suffocating atmosphere of tension.", + "seed": 6800, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_2/index_9020_seed_6800_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.054573677270673214, + "vlm_logprob": -0.054573677270673214, + "vlm_yes_no_margin": 4.25, + "vlm_token_credit": -0.054573677270673214, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05014330521225929 + ], + "opposite_logprob_tokens": [ + -3.550143241882324 + ], + "logprob_reward": -0.05014330521225929, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.05014330521225929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.162541925907135, + 0.09945626556873322, + 0.082136370241642, + 0.1475190371274948, + 0.047252506017684937, + 0.14777429401874542, + 0.06588556617498398, + 0.1341908574104309, + 0.05038749799132347, + 0.06285566091537476 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.05014330521225929 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20154090225696564 + ], + "opposite_logprob_tokens": [ + -1.7015409469604492 + ], + "logprob_reward": -0.20154090225696564, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20154090225696564, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22247424721717834, + 0.08492262661457062, + 0.1034875214099884, + 0.20084282755851746, + 0.0921613797545433, + 0.05380554497241974, + 0.05885360389947891, + 0.1037607416510582, + 0.0524224229156971, + 0.027269085869193077 + ], + "top_frames": [ + 0, + 3, + 7 + ], + "selected_reward": -0.20154090225696564 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005952488165348768 + ], + "opposite_logprob_tokens": [ + -5.13095235824585 + ], + "logprob_reward": -0.005952488165348768, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005952488165348768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23847809433937073, + 0.07458376884460449, + 0.09863454103469849, + 0.31842827796936035, + 0.06173621490597725, + 0.04756860062479973, + 0.04956774786114693, + 0.04601510614156723, + 0.02597660757601261, + 0.03901098296046257 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.005952488165348768 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191891998052597 + ], + "opposite_logprob_tokens": [ + -4.2641921043396 + ], + "logprob_reward": -0.014191891998052597, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191891998052597, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20830701291561127, + 0.31433260440826416, + 0.0694475993514061, + 0.08475293964147568, + 0.035197507590055466, + 0.0489577017724514, + 0.05608782917261124, + 0.11610997468233109, + 0.01789153181016445, + 0.0489153116941452 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.014191891998052597 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010397987207397819 + ], + "opposite_logprob_tokens": [ + -6.876039981842041 + ], + "logprob_reward": -0.0010397987207397819, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010397987207397819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16401848196983337, + 0.14393432438373566, + 0.09347236156463623, + 0.12984050810337067, + 0.047264039516448975, + 0.09565290808677673, + 0.1115851104259491, + 0.12776577472686768, + 0.045612335205078125, + 0.040854159742593765 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.0010397987207397819 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, shot from a low angle, slowly pulls back. The centerpiece is a man with tousled black hair, wearing a dark, weathered leather jacket. He looks back in terror, his eyes wide and his mouth slightly open, his face a mixture of disbelief and the instinct for survival. Not far behind him, several massive, angular rocks the size of houses roar down from the gloomy sky. They crash with devastating force onto the rugged terrain, instantly shattering into countless rubble of varying sizes. At the moment of impact, a thick, gray-brown cloud of dust erupts like an explosion, forming a billowing wall that quickly engulfs the distant background, leaving only blurred outlines. Under the gloomy, oppressive sky, the flying debris and thick dust dance in a chaotic haze. Light is scattered by the thick dust, creating a hazy, chaotic visual effect. The entire scene is imbued with a sense of apocalyptic destruction and a suffocating atmosphere of tension.", + "seed": 6801, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_2/index_9020_seed_6801_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0935629201354459, + "vlm_logprob": -0.0935629201354459, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.0935629201354459, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02365894615650177 + ], + "opposite_logprob_tokens": [ + -4.148658752441406 + ], + "logprob_reward": -0.02365894615650177, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.02365894615650177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14489352703094482, + 0.06263626366853714, + 0.05119531974196434, + 0.06240430474281311, + 0.04425773024559021, + 0.05984455347061157, + 0.07091853767633438, + 0.3383728861808777, + 0.07767271995544434, + 0.08780410140752792 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.02365894615650177 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288618266582489 + ], + "opposite_logprob_tokens": [ + -1.0538618564605713 + ], + "logprob_reward": -0.4288618266582489, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288618266582489, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07399386167526245, + 0.11593747138977051, + 0.0580814890563488, + 0.10928131639957428, + 0.04549426585435867, + 0.07640276849269867, + 0.08128941804170609, + 0.12329420447349548, + 0.10589295625686646, + 0.2103322148323059 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.4288618266582489 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010443239007145166 + ], + "opposite_logprob_tokens": [ + -6.876044273376465 + ], + "logprob_reward": -0.0010443239007145166, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010443239007145166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15332499146461487, + 0.08847493678331375, + 0.08354728668928146, + 0.04935920983552933, + 0.028458617627620697, + 0.08687660098075867, + 0.0540640689432621, + 0.19514185190200806, + 0.18341456353664398, + 0.07733793556690216 + ], + "top_frames": [ + 7, + 8, + 0 + ], + "selected_reward": -0.0010443239007145166 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012539003044366837 + ], + "opposite_logprob_tokens": [ + -4.387538909912109 + ], + "logprob_reward": -0.012539003044366837, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012539003044366837, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053675856441259384, + 0.07867050915956497, + 0.051894400268793106, + 0.11160755902528763, + 0.08205546438694, + 0.17472973465919495, + 0.05727222561836243, + 0.18603922426700592, + 0.07415129989385605, + 0.12990374863147736 + ], + "top_frames": [ + 7, + 5, + 9 + ], + "selected_reward": -0.012539003044366837 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot framed as a medium shot from a low angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the camera slowly pull back during the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the central character a man with tousled black hair wearing a dark, weathered leather jacket?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are several massive, angular rocks the size of houses seen roaring down from the sky and crashing onto the terrain?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does a thick, gray-brown cloud of dust erupt at the moment of impact, forming a billowing wall that engulfs the background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017105009173974395 + ], + "opposite_logprob_tokens": [ + -6.376710414886475 + ], + "logprob_reward": -0.0017105009173974395, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017105009173974395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03224532678723335, + 0.05982471629977226, + 0.04848016798496246, + 0.034569546580314636, + 0.05700543522834778, + 0.11274708807468414, + 0.05865570902824402, + 0.49821585416793823, + 0.06966015696525574, + 0.02859596163034439 + ], + "top_frames": [ + 7, + 5, + 8 + ], + "selected_reward": -0.0017105009173974395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_3/index_tensor([5607, 5607])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_3/index_tensor([5607, 5607])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..68dc9e1d5f2515fb26e663331f0ebcdde0cab832 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_3/index_tensor([5607, 5607])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium shot, slowly advancing and gently tilting downward, captured in high-contrast black and white, evokes the rich aesthetic of an ink painting. Across the vast river, the soft, diffused light of an overcast sky transforms into a silvery-gray shimmer, while the outlines of distant mountains loom faintly through a thin haze. On the shore, strewn with damp pebbles, a lone poet, with a gaunt face and a long beard, stands in awe. He wears a loose, cotton-linen Hanfu robe, the sleeves of which, along with the ribbons holding his hair, flutter in the steady breeze. He leans down gracefully and deliberately, his movements slow and focused. As the camera approaches, he reaches out with his slender fingers, almost hovering, delicately touching the tip of a clump of lush green orchid leaves swaying in the wind, as if sensing its tenacious vitality. The light and shadow of the entire scene delicately outline the folds of the robe and the clear veins of the orchid leaves, creating a classic oriental atmosphere of tranquility and contemplation where everything is silent and the self is forgotten.", + "seed": 7462, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_3/index_5607_seed_7462_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10282809659838676, + "vlm_logprob": -0.10282809659838676, + "vlm_yes_no_margin": 2.7, + "vlm_token_credit": -0.10282809659838676, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03725201636552811 + ], + "opposite_logprob_tokens": [ + -4.537251949310303 + ], + "logprob_reward": -0.03725201636552811, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.03725201636552811, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4820989966392517, + 0.09227074682712555, + 0.04133054241538048, + 0.09262814372777939, + 0.04549310356378555, + 0.04296272620558739, + 0.06788642704486847, + 0.04430652782320976, + 0.02408060058951378, + 0.06694211810827255 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.03725201636552811 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798972189426422 + ], + "opposite_logprob_tokens": [ + -1.8048971891403198 + ], + "logprob_reward": -0.1798972189426422, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798972189426422, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2002820372581482, + 0.05802066624164581, + 0.06433650106191635, + 0.08268339186906815, + 0.18844656646251678, + 0.08351767808198929, + 0.06455402821302414, + 0.12075118720531464, + 0.04071731120347977, + 0.09669063985347748 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.1798972189426422 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1798977255821228 + ], + "opposite_logprob_tokens": [ + -1.8048977851867676 + ], + "logprob_reward": -0.1798977255821228, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.1798977255821228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2901967763900757, + 0.06604187190532684, + 0.0562722347676754, + 0.10194027423858643, + 0.12510988116264343, + 0.04963092505931854, + 0.05050383508205414, + 0.08642946183681488, + 0.050276774913072586, + 0.12359796464443207 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.1798977255821228 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810429945588112 + ], + "opposite_logprob_tokens": [ + -3.288104295730591 + ], + "logprob_reward": -0.03810429945588112, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810429945588112, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33537736535072327, + 0.026857879012823105, + 0.045580774545669556, + 0.040517617017030716, + 0.15837498009204865, + 0.10930808633565903, + 0.11208143830299377, + 0.07888486236333847, + 0.04746014624834061, + 0.045556873083114624 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.03810429945588112 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07898922264575958 + ], + "opposite_logprob_tokens": [ + -2.578989267349243 + ], + "logprob_reward": -0.07898922264575958, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07898922264575958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23319292068481445, + 0.06589221954345703, + 0.02960897423326969, + 0.06027083471417427, + 0.1255870908498764, + 0.1134776696562767, + 0.07580558210611343, + 0.11024647951126099, + 0.0637524351477623, + 0.12216578423976898 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.07898922264575958 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, slowly advancing and gently tilting downward, captured in high-contrast black and white, evokes the rich aesthetic of an ink painting. Across the vast river, the soft, diffused light of an overcast sky transforms into a silvery-gray shimmer, while the outlines of distant mountains loom faintly through a thin haze. On the shore, strewn with damp pebbles, a lone poet, with a gaunt face and a long beard, stands in awe. He wears a loose, cotton-linen Hanfu robe, the sleeves of which, along with the ribbons holding his hair, flutter in the steady breeze. He leans down gracefully and deliberately, his movements slow and focused. As the camera approaches, he reaches out with his slender fingers, almost hovering, delicately touching the tip of a clump of lush green orchid leaves swaying in the wind, as if sensing its tenacious vitality. The light and shadow of the entire scene delicately outline the folds of the robe and the clear veins of the orchid leaves, creating a classic oriental atmosphere of tranquility and contemplation where everything is silent and the self is forgotten.", + "seed": 7463, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_3/index_5607_seed_7463_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06161270532757044, + "vlm_logprob": -0.06161270532757044, + "vlm_yes_no_margin": 3.3, + "vlm_token_credit": -0.06161270532757044, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.010815453715622425 + ], + "opposite_logprob_tokens": [ + -5.760815620422363 + ], + "logprob_reward": -0.010815453715622425, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.010815453715622425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6211642622947693, + 0.042803943157196045, + 0.02557816170156002, + 0.011756119318306446, + 0.005892419721931219, + 0.007483885623514652, + 0.007229646202176809, + 0.014833527617156506, + 0.2443459928035736, + 0.01891200989484787 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.010815453715622425 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270550936460495 + ], + "opposite_logprob_tokens": [ + -2.1270551681518555 + ], + "logprob_reward": -0.1270550936460495, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270550936460495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7892934679985046, + 0.0176587775349617, + 0.015499535948038101, + 0.04735884442925453, + 0.009180167689919472, + 0.037985239177942276, + 0.017560498788952827, + 0.006260276306420565, + 0.04378751292824745, + 0.015415636822581291 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.1270550936460495 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903488516807556 + ], + "opposite_logprob_tokens": [ + -2.4640347957611084 + ], + "logprob_reward": -0.08903488516807556, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903488516807556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6886280179023743, + 0.054209284484386444, + 0.051067911088466644, + 0.03538552671670914, + 0.009102650918066502, + 0.02756757289171219, + 0.011486039496958256, + 0.007391374558210373, + 0.05106738209724426, + 0.06409429013729095 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.08903488516807556 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0430566631257534 + ], + "opposite_logprob_tokens": [ + -3.1680567264556885 + ], + "logprob_reward": -0.0430566631257534, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.0430566631257534, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.512406051158905, + 0.038672640919685364, + 0.13405165076255798, + 0.026974020525813103, + 0.02480216883122921, + 0.03478827700018883, + 0.020659808069467545, + 0.011601684615015984, + 0.05172872170805931, + 0.1443149447441101 + ], + "top_frames": [ + 0, + 9, + 2 + ], + "selected_reward": -0.0430566631257534 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0381014309823513 + ], + "opposite_logprob_tokens": [ + -3.2881014347076416 + ], + "logprob_reward": -0.0381014309823513, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.0381014309823513, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7362049221992493, + 0.05006511136889458, + 0.008570805191993713, + 0.020203832536935806, + 0.004167077597230673, + 0.01021952647715807, + 0.0069601754657924175, + 0.012065939605236053, + 0.11031605303287506, + 0.0412265881896019 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.0381014309823513 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, slowly advancing and gently tilting downward, captured in high-contrast black and white, evokes the rich aesthetic of an ink painting. Across the vast river, the soft, diffused light of an overcast sky transforms into a silvery-gray shimmer, while the outlines of distant mountains loom faintly through a thin haze. On the shore, strewn with damp pebbles, a lone poet, with a gaunt face and a long beard, stands in awe. He wears a loose, cotton-linen Hanfu robe, the sleeves of which, along with the ribbons holding his hair, flutter in the steady breeze. He leans down gracefully and deliberately, his movements slow and focused. As the camera approaches, he reaches out with his slender fingers, almost hovering, delicately touching the tip of a clump of lush green orchid leaves swaying in the wind, as if sensing its tenacious vitality. The light and shadow of the entire scene delicately outline the folds of the robe and the clear veins of the orchid leaves, creating a classic oriental atmosphere of tranquility and contemplation where everything is silent and the self is forgotten.", + "seed": 7464, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_3/index_5607_seed_7464_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.073431396484375, + "vlm_logprob": -0.073431396484375, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.073431396484375, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009142912924289703 + ], + "opposite_logprob_tokens": [ + -5.759142875671387 + ], + "logprob_reward": -0.009142912924289703, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.009142912924289703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1708403080701828, + 0.04020006209611893, + 0.25277620553970337, + 0.2830284535884857, + 0.03614959493279457, + 0.019667554646730423, + 0.0354892760515213, + 0.06024814769625664, + 0.057895902544260025, + 0.04370450973510742 + ], + "top_frames": [ + 3, + 2, + 0 + ], + "selected_reward": -0.009142912924289703 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032207518815994 + ], + "opposite_logprob_tokens": [ + -2.3503220081329346 + ], + "logprob_reward": -0.10032207518815994, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032207518815994, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10849858075380325, + 0.09772391617298126, + 0.07715925574302673, + 0.14950881898403168, + 0.13491646945476532, + 0.03731473162770271, + 0.040435172617435455, + 0.14922678470611572, + 0.0939597338438034, + 0.1112566590309143 + ], + "top_frames": [ + 3, + 7, + 4 + ], + "selected_reward": -0.10032207518815994 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603582501411438 + ], + "opposite_logprob_tokens": [ + -1.910358190536499 + ], + "logprob_reward": -0.1603582501411438, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603582501411438, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1629372537136078, + 0.1992829144001007, + 0.11395249515771866, + 0.144256129860878, + 0.1611958146095276, + 0.04832032322883606, + 0.07572568953037262, + 0.03949526324868202, + 0.02300039865076542, + 0.03183368965983391 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.1603582501411438 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048657845705747604 + ], + "opposite_logprob_tokens": [ + -3.0486578941345215 + ], + "logprob_reward": -0.048657845705747604, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048657845705747604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05155063048005104, + 0.06299847364425659, + 0.28847450017929077, + 0.08334311842918396, + 0.06249506399035454, + 0.06462331861257553, + 0.09612717479467392, + 0.08660252392292023, + 0.04869160056114197, + 0.15509355068206787 + ], + "top_frames": [ + 2, + 9, + 6 + ], + "selected_reward": -0.048657845705747604 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867589846253395 + ], + "opposite_logprob_tokens": [ + -3.048676013946533 + ], + "logprob_reward": -0.04867589846253395, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867589846253395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1469762921333313, + 0.08079361915588379, + 0.08754502981901169, + 0.12375310808420181, + 0.08336687088012695, + 0.14580996334552765, + 0.07029612362384796, + 0.0930994525551796, + 0.048673007637262344, + 0.11968660354614258 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.04867589846253395 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium shot, slowly advancing and gently tilting downward, captured in high-contrast black and white, evokes the rich aesthetic of an ink painting. Across the vast river, the soft, diffused light of an overcast sky transforms into a silvery-gray shimmer, while the outlines of distant mountains loom faintly through a thin haze. On the shore, strewn with damp pebbles, a lone poet, with a gaunt face and a long beard, stands in awe. He wears a loose, cotton-linen Hanfu robe, the sleeves of which, along with the ribbons holding his hair, flutter in the steady breeze. He leans down gracefully and deliberately, his movements slow and focused. As the camera approaches, he reaches out with his slender fingers, almost hovering, delicately touching the tip of a clump of lush green orchid leaves swaying in the wind, as if sensing its tenacious vitality. The light and shadow of the entire scene delicately outline the folds of the robe and the clear veins of the orchid leaves, creating a classic oriental atmosphere of tranquility and contemplation where everything is silent and the self is forgotten.", + "seed": 7465, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_3/index_5607_seed_7465_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11827347725629807, + "vlm_logprob": -0.11827347725629807, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.11827347725629807, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023654639720916748 + ], + "opposite_logprob_tokens": [ + -4.898654460906982 + ], + "logprob_reward": -0.023654639720916748, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.023654639720916748, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05697467550635338, + 0.028535062447190285, + 0.025838738307356834, + 0.022650616243481636, + 0.035170119255781174, + 0.01710265502333641, + 0.10702371597290039, + 0.03656458109617233, + 0.16087856888771057, + 0.5092613101005554 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.023654639720916748 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10033943504095078 + ], + "opposite_logprob_tokens": [ + -2.350339412689209 + ], + "logprob_reward": -0.10033943504095078, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10033943504095078, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07651755213737488, + 0.02531883493065834, + 0.013090454041957855, + 0.11862778663635254, + 0.03744909167289734, + 0.02242349646985531, + 0.05593043193221092, + 0.04714519530534744, + 0.4885815680027008, + 0.1149156242609024 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.10033943504095078 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17990778386592865 + ], + "opposite_logprob_tokens": [ + -1.8049077987670898 + ], + "logprob_reward": -0.17990778386592865, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17990778386592865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22261270880699158, + 0.08617641776800156, + 0.0301935076713562, + 0.09363984316587448, + 0.16216248273849487, + 0.059837836772203445, + 0.07955165952444077, + 0.03213373199105263, + 0.11436157673597336, + 0.11933020502328873 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.17990778386592865 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16037632524967194 + ], + "opposite_logprob_tokens": [ + -1.9103763103485107 + ], + "logprob_reward": -0.16037632524967194, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16037632524967194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0573602057993412, + 0.05005743354558945, + 0.020602943375706673, + 0.050154659897089005, + 0.06291940808296204, + 0.04486729949712753, + 0.0892133042216301, + 0.05084919184446335, + 0.2323547601699829, + 0.3416207730770111 + ], + "top_frames": [ + 9, + 8, + 6 + ], + "selected_reward": -0.16037632524967194 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in high-contrast black and white?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera slowly advancing and gently tilting downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a lone poet with a gaunt face and long beard standing on a shore strewn with damp pebbles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the poet lean down and reach out to touch the tip of a clump of lush green orchid leaves?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the poet wearing a loose, cotton-linen Hanfu robe with fluttering sleeves and ribbons?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12708920240402222 + ], + "opposite_logprob_tokens": [ + -2.127089262008667 + ], + "logprob_reward": -0.12708920240402222, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12708920240402222, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2077261507511139, + 0.0503818653523922, + 0.0200134739279747, + 0.018800964578986168, + 0.020582295954227448, + 0.040262095630168915, + 0.10626573115587234, + 0.04229998588562012, + 0.33263343572616577, + 0.16103403270244598 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -0.12708920240402222 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_4/index_tensor([5923, 5923])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_4/index_tensor([5923, 5923])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7c4eaa3d9b6e36bfc8404d1e9f3e6116bfa1a40e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_4/index_tensor([5923, 5923])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow-motion, low-angle shot zooms in on a weathered, white-haired old man standing alone on a vast expanse of withered, yellow grassland. He wears a worn, dark brown wool coat, its collar and cuffs frayed. His sparse, yet resilient, short silver-white hair flutters in the cold wind. In the last glimmer of sunset's orange-red glow, he suddenly and decisively stops, clenching his hands into fists at his sides. His knuckles turn white from the exertion, and veins bulge on the backs of his hands. Then, slowly and with all his might, he tilts his deeply wrinkled head back to face the vast, silent sky. His wrinkles, crisscrossed like a dry riverbed, appear even more profound in the sidelight. His mouth opens wide, and a silent, yet earth-shaking roar seems to emanate from the depths of his throat. His chest heaves violently, and his entire body trembles slightly from this intense outpouring of emotion. The low, slanting golden sunlight outlines a bright golden edge for his old profile and the edges of his silver hair. The entire picture is filled with a strong atmosphere of desolation, tragedy and indomitable vitality in the vast sky and earth.", + "seed": 5907, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_4/index_5923_seed_5907_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.18789221867918968, + "vlm_logprob": -0.18789221867918968, + "vlm_yes_no_margin": 2.85, + "vlm_token_credit": -0.18789221867918968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6237817406654358 + ], + "opposite_logprob_tokens": [ + -0.8737817406654358 + ], + "logprob_reward": -0.6237817406654358, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.6237817406654358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08166274428367615, + 0.05811760574579239, + 0.02869231440126896, + 0.0386313870549202, + 0.07044418156147003, + 0.09575296938419342, + 0.15873993933200836, + 0.1293123960494995, + 0.2088024616241455, + 0.12984398007392883 + ], + "top_frames": [ + 8, + 6, + 9 + ], + "selected_reward": -0.6237817406654358 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2016248106956482 + ], + "opposite_logprob_tokens": [ + -1.701624870300293 + ], + "logprob_reward": -0.2016248106956482, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2016248106956482, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1345946192741394, + 0.04973209276795387, + 0.02623603492975235, + 0.04275261238217354, + 0.030836058780550957, + 0.11772532016038895, + 0.12570558488368988, + 0.09534157067537308, + 0.2864709496498108, + 0.09060519188642502 + ], + "top_frames": [ + 8, + 0, + 6 + ], + "selected_reward": -0.2016248106956482 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371677175164223 + ], + "opposite_logprob_tokens": [ + -3.4087166786193848 + ], + "logprob_reward": -0.03371677175164223, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371677175164223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10444437712430954, + 0.08071315288543701, + 0.139234259724617, + 0.06259208172559738, + 0.04777984693646431, + 0.059926219284534454, + 0.0614497996866703, + 0.1895560771226883, + 0.18295525014400482, + 0.07134896516799927 + ], + "top_frames": [ + 7, + 8, + 2 + ], + "selected_reward": -0.03371677175164223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900089770555496 + ], + "opposite_logprob_tokens": [ + -2.579000949859619 + ], + "logprob_reward": -0.07900089770555496, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900089770555496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05210188776254654, + 0.04832618683576584, + 0.03503852337598801, + 0.031788598746061325, + 0.032498233020305634, + 0.06788395345211029, + 0.06617358326911926, + 0.23567719757556915, + 0.25638145208358765, + 0.17413045465946198 + ], + "top_frames": [ + 8, + 7, + 9 + ], + "selected_reward": -0.07900089770555496 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013368725776672363 + ], + "opposite_logprob_tokens": [ + -6.626337051391602 + ], + "logprob_reward": -0.0013368725776672363, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013368725776672363, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13893666863441467, + 0.117405466735363, + 0.11032101511955261, + 0.04078340902924538, + 0.04166567325592041, + 0.053674258291721344, + 0.07058412581682205, + 0.07823958992958069, + 0.0949043333530426, + 0.25348541140556335 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.0013368725776672363 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, low-angle shot zooms in on a weathered, white-haired old man standing alone on a vast expanse of withered, yellow grassland. He wears a worn, dark brown wool coat, its collar and cuffs frayed. His sparse, yet resilient, short silver-white hair flutters in the cold wind. In the last glimmer of sunset's orange-red glow, he suddenly and decisively stops, clenching his hands into fists at his sides. His knuckles turn white from the exertion, and veins bulge on the backs of his hands. Then, slowly and with all his might, he tilts his deeply wrinkled head back to face the vast, silent sky. His wrinkles, crisscrossed like a dry riverbed, appear even more profound in the sidelight. His mouth opens wide, and a silent, yet earth-shaking roar seems to emanate from the depths of his throat. His chest heaves violently, and his entire body trembles slightly from this intense outpouring of emotion. The low, slanting golden sunlight outlines a bright golden edge for his old profile and the edges of his silver hair. The entire picture is filled with a strong atmosphere of desolation, tragedy and indomitable vitality in the vast sky and earth.", + "seed": 5908, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_4/index_5923_seed_5908_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.38250348137225954, + "vlm_logprob": -0.38250348137225954, + "vlm_yes_no_margin": 2.15, + "vlm_token_credit": -0.38250348137225954, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.270158052444458 + ], + "opposite_logprob_tokens": [ + -0.3951580226421356 + ], + "logprob_reward": -1.270158052444458, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.270158052444458, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.20466504991054535, + 0.02565951645374298, + 0.015336709097027779, + 0.04423899948596954, + 0.0402442067861557, + 0.036285609006881714, + 0.07134778797626495, + 0.05092943459749222, + 0.4166533350944519, + 0.0946393609046936 + ], + "top_frames": [ + 8, + 0, + 9 + ], + "selected_reward": -1.270158052444458 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711504101753235 + ], + "opposite_logprob_tokens": [ + -2.12711501121521 + ], + "logprob_reward": -0.12711504101753235, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711504101753235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04113049432635307, + 0.02898237854242325, + 0.017589325085282326, + 0.03047499805688858, + 0.01693185605108738, + 0.012535745278000832, + 0.04072406888008118, + 0.028383668512105942, + 0.5107909440994263, + 0.27245649695396423 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.12711504101753235 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12711094319820404 + ], + "opposite_logprob_tokens": [ + -2.1271109580993652 + ], + "logprob_reward": -0.12711094319820404, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12711094319820404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3380560874938965, + 0.09758914262056351, + 0.033719252794981, + 0.04612147435545921, + 0.07439616322517395, + 0.06753479689359665, + 0.04371800273656845, + 0.08371064811944962, + 0.050020698457956314, + 0.16513366997241974 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.12711094319820404 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3870913088321686 + ], + "opposite_logprob_tokens": [ + -1.1370912790298462 + ], + "logprob_reward": -0.3870913088321686, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.3870913088321686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.043051302433013916, + 0.012793195433914661, + 0.005731369834393263, + 0.020396851003170013, + 0.018975330516695976, + 0.031430136412382126, + 0.035299062728881836, + 0.054551102221012115, + 0.4074211120605469, + 0.37035053968429565 + ], + "top_frames": [ + 8, + 9, + 7 + ], + "selected_reward": -0.3870913088321686 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010420613689348102 + ], + "opposite_logprob_tokens": [ + -6.876041889190674 + ], + "logprob_reward": -0.0010420613689348102, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010420613689348102, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2743496894836426, + 0.07946690917015076, + 0.04055215045809746, + 0.04762608930468559, + 0.03937355801463127, + 0.05317731201648712, + 0.049147799611091614, + 0.08910424262285233, + 0.12959690392017365, + 0.19760537147521973 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0010420613689348102 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, low-angle shot zooms in on a weathered, white-haired old man standing alone on a vast expanse of withered, yellow grassland. He wears a worn, dark brown wool coat, its collar and cuffs frayed. His sparse, yet resilient, short silver-white hair flutters in the cold wind. In the last glimmer of sunset's orange-red glow, he suddenly and decisively stops, clenching his hands into fists at his sides. His knuckles turn white from the exertion, and veins bulge on the backs of his hands. Then, slowly and with all his might, he tilts his deeply wrinkled head back to face the vast, silent sky. His wrinkles, crisscrossed like a dry riverbed, appear even more profound in the sidelight. His mouth opens wide, and a silent, yet earth-shaking roar seems to emanate from the depths of his throat. His chest heaves violently, and his entire body trembles slightly from this intense outpouring of emotion. The low, slanting golden sunlight outlines a bright golden edge for his old profile and the edges of his silver hair. The entire picture is filled with a strong atmosphere of desolation, tragedy and indomitable vitality in the vast sky and earth.", + "seed": 5909, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_4/index_5923_seed_5909_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.31133657884784044, + "vlm_logprob": -0.31133657884784044, + "vlm_yes_no_margin": 2.275000011920929, + "vlm_token_credit": -0.31133657884784044, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8912874460220337 + ], + "opposite_logprob_tokens": [ + -0.6412874460220337 + ], + "logprob_reward": -0.8912874460220337, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8912874460220337, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.39554017782211304, + 0.07717309147119522, + 0.05057793855667114, + 0.02012597769498825, + 0.02545708417892456, + 0.03366275131702423, + 0.1887206882238388, + 0.037704020738601685, + 0.1559818834066391, + 0.015056398697197437 + ], + "top_frames": [ + 0, + 6, + 8 + ], + "selected_reward": -0.8912874460220337 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38713639974594116 + ], + "opposite_logprob_tokens": [ + -1.137136459350586 + ], + "logprob_reward": -0.38713639974594116, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38713639974594116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09903458505868912, + 0.10685985535383224, + 0.06707237660884857, + 0.0738997831940651, + 0.02276291325688362, + 0.04943094402551651, + 0.4180224537849426, + 0.04211794584989548, + 0.08223506063222885, + 0.03856412321329117 + ], + "top_frames": [ + 6, + 1, + 0 + ], + "selected_reward": -0.38713639974594116 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02331462688744068 + ], + "opposite_logprob_tokens": [ + -3.7733147144317627 + ], + "logprob_reward": -0.02331462688744068, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02331462688744068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1762787103652954, + 0.13846881687641144, + 0.03689933940768242, + 0.05837578326463699, + 0.037142302840948105, + 0.03284267336130142, + 0.4557495415210724, + 0.015185680240392685, + 0.029763933271169662, + 0.01929323747754097 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.02331462688744068 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25212231278419495 + ], + "opposite_logprob_tokens": [ + -1.5021222829818726 + ], + "logprob_reward": -0.25212231278419495, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25212231278419495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2784510552883148, + 0.06825627386569977, + 0.023704778403043747, + 0.022499313578009605, + 0.017750326544046402, + 0.03150804713368416, + 0.05055579915642738, + 0.0373883880674839, + 0.45449578762054443, + 0.015390182845294476 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.25212231278419495 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028221087995916605 + ], + "opposite_logprob_tokens": [ + -5.877821922302246 + ], + "logprob_reward": -0.0028221087995916605, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028221087995916605, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14926546812057495, + 0.09087219834327698, + 0.03670861944556236, + 0.024852242320775986, + 0.016093784943223, + 0.11119219660758972, + 0.4231070876121521, + 0.03326064720749855, + 0.0887637808918953, + 0.02588389813899994 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.0028221087995916605 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow-motion, low-angle shot zooms in on a weathered, white-haired old man standing alone on a vast expanse of withered, yellow grassland. He wears a worn, dark brown wool coat, its collar and cuffs frayed. His sparse, yet resilient, short silver-white hair flutters in the cold wind. In the last glimmer of sunset's orange-red glow, he suddenly and decisively stops, clenching his hands into fists at his sides. His knuckles turn white from the exertion, and veins bulge on the backs of his hands. Then, slowly and with all his might, he tilts his deeply wrinkled head back to face the vast, silent sky. His wrinkles, crisscrossed like a dry riverbed, appear even more profound in the sidelight. His mouth opens wide, and a silent, yet earth-shaking roar seems to emanate from the depths of his throat. His chest heaves violently, and his entire body trembles slightly from this intense outpouring of emotion. The low, slanting golden sunlight outlines a bright golden edge for his old profile and the edges of his silver hair. The entire picture is filled with a strong atmosphere of desolation, tragedy and indomitable vitality in the vast sky and earth.", + "seed": 5910, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_4/index_5923_seed_5910_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.1653685074765235, + "vlm_logprob": -0.1653685074765235, + "vlm_yes_no_margin": 2.825, + "vlm_token_credit": -0.1653685074765235, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5668575763702393 + ], + "opposite_logprob_tokens": [ + -0.9418575763702393 + ], + "logprob_reward": -0.5668575763702393, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5668575763702393, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11697860062122345, + 0.0747828409075737, + 0.08181396126747131, + 0.10984566062688828, + 0.03758237138390541, + 0.13383643329143524, + 0.06689449399709702, + 0.17175237834453583, + 0.1042674332857132, + 0.10224577784538269 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.5668575763702393 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02640320360660553 + ], + "opposite_logprob_tokens": [ + -3.6514031887054443 + ], + "logprob_reward": -0.02640320360660553, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02640320360660553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.060573089867830276, + 0.03369669243693352, + 0.032798610627651215, + 0.08082184195518494, + 0.09099487960338593, + 0.1257515251636505, + 0.03876718133687973, + 0.07463918626308441, + 0.10853781551122665, + 0.3534191846847534 + ], + "top_frames": [ + 9, + 5, + 8 + ], + "selected_reward": -0.02640320360660553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07002715021371841 + ], + "opposite_logprob_tokens": [ + -2.6950271129608154 + ], + "logprob_reward": -0.07002715021371841, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07002715021371841, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20298518240451813, + 0.032798849046230316, + 0.019452862441539764, + 0.22704751789569855, + 0.0538974367082119, + 0.07097004354000092, + 0.07153954356908798, + 0.1920085847377777, + 0.05215316265821457, + 0.07714683562517166 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.07002715021371841 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16036322712898254 + ], + "opposite_logprob_tokens": [ + -1.9103631973266602 + ], + "logprob_reward": -0.16036322712898254, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16036322712898254, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10044064372777939, + 0.04508117213845253, + 0.061877429485321045, + 0.10035812854766846, + 0.06281600892543793, + 0.08111535757780075, + 0.07173862308263779, + 0.0844966247677803, + 0.22067075967788696, + 0.17140530049800873 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.16036322712898254 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle low and does it zoom in on the subject?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the subject an old man with white hair wearing a worn dark brown wool coat?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man tilt his head back and clench his fists while his chest heaves violently?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene lit by low slanting golden sunlight creating a bright golden edge on the subject?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003191380063071847 + ], + "opposite_logprob_tokens": [ + -5.7531914710998535 + ], + "logprob_reward": -0.003191380063071847, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003191380063071847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1336708962917328, + 0.03254896029829979, + 0.04229482635855675, + 0.10683538019657135, + 0.08425616472959518, + 0.09556090086698532, + 0.06689036637544632, + 0.13660821318626404, + 0.13975851237773895, + 0.16157585382461548 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.003191380063071847 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_5/index_tensor([4275, 4275])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_5/index_tensor([4275, 4275])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..5d63d19cad22741386b6ccd93fd880d55415fe6e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_5/index_tensor([4275, 4275])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "realistic, eye-level medium shot captures a static camera framing a male hockey player from behind, positioned behind a white goal net on a pristine white rink. The player wears a vibrant red jersey made of textured mesh fabric, with \"89\" prominently displayed on the back in bold white lettering, and matching padded red pants. A sleek blue helmet and a protective metal cage shield his head. Under the intense, cool-toned stadium overhead lighting, the ice surface gleams, crisscrossed with faint, sharp skate marks. He stands poised, his body coiled, his heavily padded, gloved hands raised to his chest in a defensive stance. Although his face is invisible, his rigid posture and the tense muscles in his neck and shoulders convey a tremendous sense of concentration and focus. The bright lighting creates sharp, defined shadows and shimmers on the helmet's metal cage and the reflective ice, while the white mesh of the goal net in the foreground creates a subtle layer of depth, enhancing the atmosphere of high-stakes, solitary preparation.", + "seed": 21201, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_5/index_4275_seed_21201_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.04025009945034981, + "vlm_logprob": -0.04025009945034981, + "vlm_yes_no_margin": 3.75, + "vlm_token_credit": -0.04025009945034981, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027868742123246193 + ], + "opposite_logprob_tokens": [ + -3.6528687477111816 + ], + "logprob_reward": -0.027868742123246193, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027868742123246193, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1622469276189804, + 0.08025859296321869, + 0.06693852692842484, + 0.08226832747459412, + 0.10766258835792542, + 0.046678416430950165, + 0.1278284192085266, + 0.07840892672538757, + 0.048398278653621674, + 0.1993110030889511 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.027868742123246193 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982296794652939 + ], + "opposite_logprob_tokens": [ + -3.529823064804077 + ], + "logprob_reward": -0.02982296794652939, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982296794652939, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09034030139446259, + 0.06328727304935455, + 0.07243255525827408, + 0.05763889104127884, + 0.0494270846247673, + 0.05876414477825165, + 0.07032592594623566, + 0.2731654644012451, + 0.04505269229412079, + 0.21956562995910645 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.02982296794652939 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705183029174805 + ], + "opposite_logprob_tokens": [ + -2.127051830291748 + ], + "logprob_reward": -0.12705183029174805, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705183029174805, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10721099376678467, + 0.06771663576364517, + 0.10493968427181244, + 0.07808487117290497, + 0.06721816211938858, + 0.055386997759342194, + 0.12566787004470825, + 0.052839651703834534, + 0.08236294984817505, + 0.25857219099998474 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.12705183029174805 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977585930377245 + ], + "opposite_logprob_tokens": [ + -4.634775638580322 + ], + "logprob_reward": -0.00977585930377245, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977585930377245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07890697568655014, + 0.033662840723991394, + 0.06591291725635529, + 0.08997508883476257, + 0.04622013866901398, + 0.0693306252360344, + 0.1482558250427246, + 0.04625978320837021, + 0.03038189932703972, + 0.3910938799381256 + ], + "top_frames": [ + 9, + 6, + 3 + ], + "selected_reward": -0.00977585930377245 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731097586452961 + ], + "opposite_logprob_tokens": [ + -5.006731033325195 + ], + "logprob_reward": -0.006731097586452961, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731097586452961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1213223785161972, + 0.06368309259414673, + 0.07211364060640335, + 0.04685921594500542, + 0.17819160223007202, + 0.04144533723592758, + 0.14580871164798737, + 0.06716577708721161, + 0.03969768062233925, + 0.22371262311935425 + ], + "top_frames": [ + 9, + 4, + 6 + ], + "selected_reward": -0.006731097586452961 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "realistic, eye-level medium shot captures a static camera framing a male hockey player from behind, positioned behind a white goal net on a pristine white rink. The player wears a vibrant red jersey made of textured mesh fabric, with \"89\" prominently displayed on the back in bold white lettering, and matching padded red pants. A sleek blue helmet and a protective metal cage shield his head. Under the intense, cool-toned stadium overhead lighting, the ice surface gleams, crisscrossed with faint, sharp skate marks. He stands poised, his body coiled, his heavily padded, gloved hands raised to his chest in a defensive stance. Although his face is invisible, his rigid posture and the tense muscles in his neck and shoulders convey a tremendous sense of concentration and focus. The bright lighting creates sharp, defined shadows and shimmers on the helmet's metal cage and the reflective ice, while the white mesh of the goal net in the foreground creates a subtle layer of depth, enhancing the atmosphere of high-stakes, solitary preparation.", + "seed": 21202, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_5/index_4275_seed_21202_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.0438898260705173, + "vlm_logprob": -0.0438898260705173, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.0438898260705173, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06394462287425995 + ], + "opposite_logprob_tokens": [ + -2.8139445781707764 + ], + "logprob_reward": -0.06394462287425995, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06394462287425995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5607380270957947, + 0.05187225714325905, + 0.07436997443437576, + 0.04349086433649063, + 0.0493842251598835, + 0.028872545808553696, + 0.0676252618432045, + 0.04328862577676773, + 0.025264985859394073, + 0.0550931952893734 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.06394462287425995 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486813485622406 + ], + "opposite_logprob_tokens": [ + -3.0486812591552734 + ], + "logprob_reward": -0.0486813485622406, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486813485622406, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6406002044677734, + 0.10186073929071426, + 0.04699789732694626, + 0.017688868567347527, + 0.026082323864102364, + 0.03074743039906025, + 0.03088502772152424, + 0.03633095696568489, + 0.015804750844836235, + 0.053001873195171356 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0486813485622406 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904088288545609 + ], + "opposite_logprob_tokens": [ + -2.464040994644165 + ], + "logprob_reward": -0.08904088288545609, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904088288545609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4108079671859741, + 0.051235638558864594, + 0.11801553517580032, + 0.053557977080345154, + 0.1446167677640915, + 0.06869962066411972, + 0.03343869000673294, + 0.03331413492560387, + 0.025575019419193268, + 0.060738638043403625 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.08904088288545609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052477470599114895 + ], + "opposite_logprob_tokens": [ + -5.255247592926025 + ], + "logprob_reward": -0.0052477470599114895, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052477470599114895, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5524474382400513, + 0.03627713397145271, + 0.033432722091674805, + 0.041125331073999405, + 0.07582607120275497, + 0.027327297255396843, + 0.051548559218645096, + 0.10550244897603989, + 0.017643507570028305, + 0.058869484812021255 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0052477470599114895 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012534528970718384 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.012534528970718384, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012534528970718384, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5548326969146729, + 0.05420920252799988, + 0.03265238180756569, + 0.017716655507683754, + 0.06933915615081787, + 0.03199924901127815, + 0.1066029965877533, + 0.06114938482642174, + 0.020146921277046204, + 0.051351357251405716 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.012534528970718384 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "realistic, eye-level medium shot captures a static camera framing a male hockey player from behind, positioned behind a white goal net on a pristine white rink. The player wears a vibrant red jersey made of textured mesh fabric, with \"89\" prominently displayed on the back in bold white lettering, and matching padded red pants. A sleek blue helmet and a protective metal cage shield his head. Under the intense, cool-toned stadium overhead lighting, the ice surface gleams, crisscrossed with faint, sharp skate marks. He stands poised, his body coiled, his heavily padded, gloved hands raised to his chest in a defensive stance. Although his face is invisible, his rigid posture and the tense muscles in his neck and shoulders convey a tremendous sense of concentration and focus. The bright lighting creates sharp, defined shadows and shimmers on the helmet's metal cage and the reflective ice, while the white mesh of the goal net in the foreground creates a subtle layer of depth, enhancing the atmosphere of high-stakes, solitary preparation.", + "seed": 21203, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_5/index_4275_seed_21203_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.02267175232991576, + "vlm_logprob": -0.02267175232991576, + "vlm_yes_no_margin": 4.025, + "vlm_token_credit": -0.02267175232991576, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035631775856018066 + ], + "opposite_logprob_tokens": [ + -3.4106316566467285 + ], + "logprob_reward": -0.035631775856018066, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.035631775856018066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30549705028533936, + 0.05863138660788536, + 0.04752970486879349, + 0.06132970005273819, + 0.1485622525215149, + 0.11045219749212265, + 0.06108839437365532, + 0.06414829939603806, + 0.08767497539520264, + 0.05508599802851677 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.035631775856018066 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023306824266910553 + ], + "opposite_logprob_tokens": [ + -3.7733068466186523 + ], + "logprob_reward": -0.023306824266910553, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023306824266910553, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2502213418483734, + 0.11321019381284714, + 0.09981556236743927, + 0.1048065721988678, + 0.1221441850066185, + 0.057794276624917984, + 0.0398583859205246, + 0.08371815085411072, + 0.07857412099838257, + 0.0498572513461113 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.023306824266910553 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038104988634586334 + ], + "opposite_logprob_tokens": [ + -3.288105010986328 + ], + "logprob_reward": -0.038104988634586334, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038104988634586334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19456619024276733, + 0.2038162797689438, + 0.050426580011844635, + 0.05064963176846504, + 0.07407410442829132, + 0.03223632276058197, + 0.07562440633773804, + 0.061622314155101776, + 0.19189468026161194, + 0.06508956104516983 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.038104988634586334 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246798042207956 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246798042207956, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246798042207956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24115712940692902, + 0.12043741345405579, + 0.07979169487953186, + 0.08338355273008347, + 0.17803744971752167, + 0.0389673113822937, + 0.04151710495352745, + 0.05944553762674332, + 0.09039899706840515, + 0.0668637827038765 + ], + "top_frames": [ + 0, + 4, + 1 + ], + "selected_reward": -0.005246798042207956 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0110683748498559 + ], + "opposite_logprob_tokens": [ + -4.511068344116211 + ], + "logprob_reward": -0.0110683748498559, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.0110683748498559, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27275151014328003, + 0.0981915220618248, + 0.036709051579236984, + 0.03641005977988243, + 0.0914311408996582, + 0.05904664471745491, + 0.07057761400938034, + 0.12060917168855667, + 0.1287650316953659, + 0.08550824970006943 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.0110683748498559 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "realistic, eye-level medium shot captures a static camera framing a male hockey player from behind, positioned behind a white goal net on a pristine white rink. The player wears a vibrant red jersey made of textured mesh fabric, with \"89\" prominently displayed on the back in bold white lettering, and matching padded red pants. A sleek blue helmet and a protective metal cage shield his head. Under the intense, cool-toned stadium overhead lighting, the ice surface gleams, crisscrossed with faint, sharp skate marks. He stands poised, his body coiled, his heavily padded, gloved hands raised to his chest in a defensive stance. Although his face is invisible, his rigid posture and the tense muscles in his neck and shoulders convey a tremendous sense of concentration and focus. The bright lighting creates sharp, defined shadows and shimmers on the helmet's metal cage and the reflective ice, while the white mesh of the goal net in the foreground creates a subtle layer of depth, enhancing the atmosphere of high-stakes, solitary preparation.", + "seed": 21204, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_5/index_4275_seed_21204_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02813597917556763, + "vlm_logprob": -0.02813597917556763, + "vlm_yes_no_margin": 3.85, + "vlm_token_credit": -0.02813597917556763, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03227929398417473 + ], + "opposite_logprob_tokens": [ + -3.5322792530059814 + ], + "logprob_reward": -0.03227929398417473, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03227929398417473, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18766380846500397, + 0.09620560705661774, + 0.1200924962759018, + 0.08639316260814667, + 0.05347791314125061, + 0.0327104888856411, + 0.0730680376291275, + 0.2678232491016388, + 0.05552706494927406, + 0.02703811414539814 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.03227929398417473 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009798170067369938 + ], + "opposite_logprob_tokens": [ + -4.634798049926758 + ], + "logprob_reward": -0.009798170067369938, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009798170067369938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1302531510591507, + 0.1976667195558548, + 0.05111290141940117, + 0.07240032404661179, + 0.09338940680027008, + 0.09196292608976364, + 0.08548178523778915, + 0.17215026915073395, + 0.04106355458498001, + 0.06451897323131561 + ], + "top_frames": [ + 1, + 7, + 0 + ], + "selected_reward": -0.009798170067369938 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001092284917831 + ], + "opposite_logprob_tokens": [ + -2.6950109004974365 + ], + "logprob_reward": -0.07001092284917831, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001092284917831, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20455914735794067, + 0.07439969480037689, + 0.10791489481925964, + 0.13730278611183167, + 0.07250509411096573, + 0.04943133890628815, + 0.09261354804039001, + 0.1511557251214981, + 0.05700932815670967, + 0.05310846492648125 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.07001092284917831 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016059570014476776 + ], + "opposite_logprob_tokens": [ + -4.141059398651123 + ], + "logprob_reward": -0.016059570014476776, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016059570014476776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46165600419044495, + 0.29665544629096985, + 0.046217482537031174, + 0.05006781592965126, + 0.03013451211154461, + 0.01930347830057144, + 0.026603009551763535, + 0.02070186473429203, + 0.0159109216183424, + 0.03274946287274361 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.016059570014476776 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at eye-level in a medium shot framing a male hockey player from behind?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the player wearing a vibrant red jersey made of textured mesh fabric with the number '89' in bold white lettering on the back?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the player wearing a sleek blue helmet with a protective metal cage, and are his hands raised to his chest in a defensive stance?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the scene set on a pristine white rink with a white goal net in the foreground, featuring ice crisscrossed with faint, sharp skate marks?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the lighting appear intense and cool-toned, creating sharp shadows and shimmers on the helmet and ice?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012531938962638378 + ], + "opposite_logprob_tokens": [ + -4.387531757354736 + ], + "logprob_reward": -0.012531938962638378, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012531938962638378, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3742566406726837, + 0.1910480558872223, + 0.07621984928846359, + 0.09440551698207855, + 0.05902395769953728, + 0.033783260732889175, + 0.039841413497924805, + 0.04825545847415924, + 0.03289136663079262, + 0.050274476408958435 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.012531938962638378 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_6/index_tensor([9293, 9293])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_6/index_tensor([9293, 9293])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..4f612c3991aeb5084e025d4fdd2d9c8f53527551 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_6/index_tensor([9293, 9293])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "Shot in extreme slow motion from a static, slightly low angle, the film captures the precise moment of impact. A heavy, perfectly spherical chrome ball, its surface impeccably smooth and mirror-polished, drops into the frame, making devastating contact with a polished, dark mahogany wooden table. As the ball lands, the varnished wood surface ripples visibly outward from the point of impact, creating a hypnotic, liquid shockwave. The intricate wood grain distorts and undulates under the immense force. Simultaneously, a cloud of sharp wood fragments, ranging from fine dust to jagged shards, erupts upward and outward, each piece tumbling through the air with grace and violence. Dramatic, high-contrast lighting from a single source casts bright, sharp highlights on the ball's reflective surface, revealing a distorted image of the shattered wood. The flying fragments catch the light, glowing like golden shards against a softly blurred dark background, creating an intense and mesmerizing atmosphere focused entirely on the beautiful physics of the violent event.", + "seed": 24411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_6/index_9293_seed_24411_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05050539269577712, + "vlm_logprob": -0.05050539269577712, + "vlm_yes_no_margin": 4.0, + "vlm_token_credit": -0.05050539269577712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16378355026245117 + ], + "opposite_logprob_tokens": [ + -2.038783550262451 + ], + "logprob_reward": -0.16378355026245117, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.16378355026245117, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09897538274526596, + 0.05289448797702789, + 0.060778819024562836, + 0.09624277800321579, + 0.051719821989536285, + 0.035038433969020844, + 0.09300508350133896, + 0.046767812222242355, + 0.16560183465480804, + 0.2989755868911743 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.16378355026245117 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04867181181907654 + ], + "opposite_logprob_tokens": [ + -3.0486717224121094 + ], + "logprob_reward": -0.04867181181907654, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04867181181907654, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4884219169616699, + 0.05283202603459358, + 0.04219363257288933, + 0.08631283789873123, + 0.03082074597477913, + 0.06732115149497986, + 0.023693908005952835, + 0.018514195457100868, + 0.04369482398033142, + 0.14619474112987518 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.04867181181907654 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017307315720245242 + ], + "opposite_logprob_tokens": [ + -6.376730918884277 + ], + "logprob_reward": -0.0017307315720245242, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017307315720245242, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2191954106092453, + 0.10768147557973862, + 0.023418279364705086, + 0.047550905495882034, + 0.04916803166270256, + 0.028168179094791412, + 0.21422456204891205, + 0.038223542273044586, + 0.060144778341054916, + 0.21222473680973053 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.0017307315720245242 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370248153805733 + ], + "opposite_logprob_tokens": [ + -3.4087023735046387 + ], + "logprob_reward": -0.03370248153805733, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370248153805733, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16149450838565826, + 0.10359757393598557, + 0.04647685959935188, + 0.038028959184885025, + 0.025133782997727394, + 0.01992334984242916, + 0.2762523591518402, + 0.04185990244150162, + 0.12228202074766159, + 0.1649506688117981 + ], + "top_frames": [ + 6, + 9, + 0 + ], + "selected_reward": -0.03370248153805733 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463838828727603 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.00463838828727603, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463838828727603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2449023574590683, + 0.10105066746473312, + 0.0864008218050003, + 0.07850766181945801, + 0.03127508610486984, + 0.04348641633987427, + 0.08924228698015213, + 0.04330987483263016, + 0.056907445192337036, + 0.22491738200187683 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.00463838828727603 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme slow motion from a static, slightly low angle, the film captures the precise moment of impact. A heavy, perfectly spherical chrome ball, its surface impeccably smooth and mirror-polished, drops into the frame, making devastating contact with a polished, dark mahogany wooden table. As the ball lands, the varnished wood surface ripples visibly outward from the point of impact, creating a hypnotic, liquid shockwave. The intricate wood grain distorts and undulates under the immense force. Simultaneously, a cloud of sharp wood fragments, ranging from fine dust to jagged shards, erupts upward and outward, each piece tumbling through the air with grace and violence. Dramatic, high-contrast lighting from a single source casts bright, sharp highlights on the ball's reflective surface, revealing a distorted image of the shattered wood. The flying fragments catch the light, glowing like golden shards against a softly blurred dark background, creating an intense and mesmerizing atmosphere focused entirely on the beautiful physics of the violent event.", + "seed": 24412, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_6/index_9293_seed_24412_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02337257582694292, + "vlm_logprob": -0.02337257582694292, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.02337257582694292, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06705132871866226 + ], + "opposite_logprob_tokens": [ + -2.942051410675049 + ], + "logprob_reward": -0.06705132871866226, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.06705132871866226, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05746268108487129, + 0.028636077418923378, + 0.04990581050515175, + 0.16319967806339264, + 0.058362096548080444, + 0.07622189074754715, + 0.03678835928440094, + 0.48270881175994873, + 0.025873227044939995, + 0.02084130235016346 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.06705132871866226 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029814867302775383 + ], + "opposite_logprob_tokens": [ + -3.5298149585723877 + ], + "logprob_reward": -0.029814867302775383, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029814867302775383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.053833987563848495, + 0.05771920084953308, + 0.06499259918928146, + 0.15613669157028198, + 0.03940226137638092, + 0.084880530834198, + 0.049326639622449875, + 0.35285574197769165, + 0.07284855097532272, + 0.06800372898578644 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.029814867302775383 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017302555497735739 + ], + "opposite_logprob_tokens": [ + -6.376730442047119 + ], + "logprob_reward": -0.0017302555497735739, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017302555497735739, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04075860232114792, + 0.05578820779919624, + 0.04493849724531174, + 0.06235374137759209, + 0.03723691403865814, + 0.1956155151128769, + 0.0303246658295393, + 0.4719439744949341, + 0.023106761276721954, + 0.037933144718408585 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.0017302555497735739 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0160688366740942 + ], + "opposite_logprob_tokens": [ + -4.141068935394287 + ], + "logprob_reward": -0.0160688366740942, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.0160688366740942, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05174579098820686, + 0.05826977640390396, + 0.039746299386024475, + 0.10583049803972244, + 0.09449971467256546, + 0.10555484890937805, + 0.02150856889784336, + 0.46403244137763977, + 0.023098835721611977, + 0.03571324050426483 + ], + "top_frames": [ + 7, + 3, + 5 + ], + "selected_reward": -0.0160688366740942 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021975908894091845 + ], + "opposite_logprob_tokens": [ + -6.127197742462158 + ], + "logprob_reward": -0.0021975908894091845, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0021975908894091845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0805620551109314, + 0.0641319677233696, + 0.06365422904491425, + 0.1041240468621254, + 0.05087566375732422, + 0.1981191486120224, + 0.06003190949559212, + 0.2751953601837158, + 0.036417119204998016, + 0.06688845902681351 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.0021975908894091845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme slow motion from a static, slightly low angle, the film captures the precise moment of impact. A heavy, perfectly spherical chrome ball, its surface impeccably smooth and mirror-polished, drops into the frame, making devastating contact with a polished, dark mahogany wooden table. As the ball lands, the varnished wood surface ripples visibly outward from the point of impact, creating a hypnotic, liquid shockwave. The intricate wood grain distorts and undulates under the immense force. Simultaneously, a cloud of sharp wood fragments, ranging from fine dust to jagged shards, erupts upward and outward, each piece tumbling through the air with grace and violence. Dramatic, high-contrast lighting from a single source casts bright, sharp highlights on the ball's reflective surface, revealing a distorted image of the shattered wood. The flying fragments catch the light, glowing like golden shards against a softly blurred dark background, creating an intense and mesmerizing atmosphere focused entirely on the beautiful physics of the violent event.", + "seed": 24413, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_6/index_9293_seed_24413_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.027855663700029253, + "vlm_logprob": -0.027855663700029253, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.027855663700029253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07043842226266861 + ], + "opposite_logprob_tokens": [ + -2.9454383850097656 + ], + "logprob_reward": -0.07043842226266861, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.07043842226266861, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5376318693161011, + 0.02796471305191517, + 0.2368631660938263, + 0.022910816594958305, + 0.025089502334594727, + 0.01358067523688078, + 0.03060808777809143, + 0.019109148532152176, + 0.06931361556053162, + 0.016928335651755333 + ], + "top_frames": [ + 0, + 2, + 8 + ], + "selected_reward": -0.07043842226266861 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02981683425605297 + ], + "opposite_logprob_tokens": [ + -3.5298168659210205 + ], + "logprob_reward": -0.02981683425605297, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02981683425605297, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22273847460746765, + 0.04825272411108017, + 0.30391207337379456, + 0.07163634151220322, + 0.06184826418757439, + 0.06505776196718216, + 0.0646904930472374, + 0.037760015577077866, + 0.09144624322652817, + 0.03265759348869324 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.02981683425605297 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0025043098721653223 + ], + "opposite_logprob_tokens": [ + -6.002504348754883 + ], + "logprob_reward": -0.0025043098721653223, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0025043098721653223, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12330915033817291, + 0.1049320325255394, + 0.19478963315486908, + 0.054784663021564484, + 0.08896493166685104, + 0.02810882031917572, + 0.04398070275783539, + 0.1131419837474823, + 0.1369618922472, + 0.11102612316608429 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.0025043098721653223 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033699020743370056 + ], + "opposite_logprob_tokens": [ + -3.4086990356445312 + ], + "logprob_reward": -0.033699020743370056, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033699020743370056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24607978761196136, + 0.0510876327753067, + 0.18263258039951324, + 0.09308356046676636, + 0.15953142940998077, + 0.02078602835536003, + 0.04142686724662781, + 0.04103085398674011, + 0.13845953345298767, + 0.02588176354765892 + ], + "top_frames": [ + 0, + 2, + 4 + ], + "selected_reward": -0.033699020743370056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002819731365889311 + ], + "opposite_logprob_tokens": [ + -5.877819538116455 + ], + "logprob_reward": -0.002819731365889311, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002819731365889311, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2624219059944153, + 0.026113463565707207, + 0.47595134377479553, + 0.022318370640277863, + 0.028362330049276352, + 0.012144667096436024, + 0.028424177318811417, + 0.027663711458444595, + 0.08838808536529541, + 0.028212016448378563 + ], + "top_frames": [ + 2, + 0, + 8 + ], + "selected_reward": -0.002819731365889311 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "Shot in extreme slow motion from a static, slightly low angle, the film captures the precise moment of impact. A heavy, perfectly spherical chrome ball, its surface impeccably smooth and mirror-polished, drops into the frame, making devastating contact with a polished, dark mahogany wooden table. As the ball lands, the varnished wood surface ripples visibly outward from the point of impact, creating a hypnotic, liquid shockwave. The intricate wood grain distorts and undulates under the immense force. Simultaneously, a cloud of sharp wood fragments, ranging from fine dust to jagged shards, erupts upward and outward, each piece tumbling through the air with grace and violence. Dramatic, high-contrast lighting from a single source casts bright, sharp highlights on the ball's reflective surface, revealing a distorted image of the shattered wood. The flying fragments catch the light, glowing like golden shards against a softly blurred dark background, creating an intense and mesmerizing atmosphere focused entirely on the beautiful physics of the violent event.", + "seed": 24414, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_6/index_9293_seed_24414_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.027726376289501788, + "vlm_logprob": -0.027726376289501788, + "vlm_yes_no_margin": 4.8, + "vlm_token_credit": -0.027726376289501788, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08538417518138885 + ], + "opposite_logprob_tokens": [ + -2.7103841304779053 + ], + "logprob_reward": -0.08538417518138885, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08538417518138885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1855195313692093, + 0.028183646500110626, + 0.017613286152482033, + 0.02571077086031437, + 0.20640897750854492, + 0.02884010598063469, + 0.023339303210377693, + 0.36646759510040283, + 0.04900618642568588, + 0.0689106211066246 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.08538417518138885 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04308052733540535 + ], + "opposite_logprob_tokens": [ + -3.1680805683135986 + ], + "logprob_reward": -0.04308052733540535, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04308052733540535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10551147907972336, + 0.032791927456855774, + 0.07314176857471466, + 0.028323089703917503, + 0.07789556682109833, + 0.07287921756505966, + 0.07999074459075928, + 0.3940858542919159, + 0.05502190813422203, + 0.08035841584205627 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.04308052733540535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011961455456912518 + ], + "opposite_logprob_tokens": [ + -6.751195907592773 + ], + "logprob_reward": -0.0011961455456912518, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011961455456912518, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19422361254692078, + 0.052193738520145416, + 0.045218728482723236, + 0.031215978786349297, + 0.18324348330497742, + 0.04543730616569519, + 0.02876104786992073, + 0.29317113757133484, + 0.06522195041179657, + 0.06131307780742645 + ], + "top_frames": [ + 7, + 0, + 4 + ], + "selected_reward": -0.0011961455456912518 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763320829719305 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.00763320829719305, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763320829719305, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08650137484073639, + 0.024891775101423264, + 0.01221022941172123, + 0.046718087047338486, + 0.11834342777729034, + 0.04384518042206764, + 0.014012121595442295, + 0.3598300814628601, + 0.02386537194252014, + 0.2697823941707611 + ], + "top_frames": [ + 7, + 9, + 4 + ], + "selected_reward": -0.00763320829719305 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot in extreme slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the camera angle static and slightly low?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a heavy, perfectly spherical chrome ball with a smooth, mirror-polished surface visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the ball drop and make contact with a polished, dark mahogany wooden table, causing the wood grain to distort and a cloud of wood fragments to erupt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting dramatic and high-contrast from a single source, casting sharp highlights on the ball and making flying fragments glow against a softly blurred dark background?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013378250878304243 + ], + "opposite_logprob_tokens": [ + -6.626338005065918 + ], + "logprob_reward": -0.0013378250878304243, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013378250878304243, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10505547374486923, + 0.027981609106063843, + 0.021215861663222313, + 0.03257986903190613, + 0.19010914862155914, + 0.02550203911960125, + 0.04758574068546295, + 0.4669484794139862, + 0.03766907751560211, + 0.04535272344946861 + ], + "top_frames": [ + 7, + 4, + 0 + ], + "selected_reward": -0.0013378250878304243 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_7/index_tensor([6314, 6314])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_7/index_tensor([6314, 6314])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2b83d99362974446710ed707a212f87da9bc0744 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_7/index_tensor([6314, 6314])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the distinctive Pixar animation style, a static medium close-up depicts a young woman with flowing black hair, a subtle, healthy sheen, cascading over her shoulders. She leans thoughtfully against a wooden windowsill, her chin resting gently on her palm. Her large, almond-shaped eyes are a warm brown, and her soft features hold a serene, hopeful expression, with the slightest smile on her lips. She wears a cozy, oversized, soft-knit sweater in a lavender hue. The room's interior is bathed in a warm, soft glow from an unseen lamp, creating a gentle contrast with the cool, silvery moonlight that illuminates one side of her cheek. Outside the window, the deep indigo night sky serves as the backdrop for a breathtaking spectacle: a high-speed camera effect captures the moon in a hyper-lensed manner, causing it to cycle through its phases at an astonishing pace, from a slender crescent to a brilliant full moon and back again in a seamless, rapid loop. This magical, shimmering celestial dance reflects a miniature, dynamic light show in her resolute, wide-open eyes, emphasizing the calm, resolute hope on her face in response to the rapid passage of time and creating an atmosphere of pure wonder and tranquil contemplation.", + "seed": 15606, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_7/index_6314_seed_15606_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.027307742601260544, + "vlm_logprob": -0.027307742601260544, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.027307742601260544, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0909070074558258 + ], + "opposite_logprob_tokens": [ + -2.590907096862793 + ], + "logprob_reward": -0.0909070074558258, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0909070074558258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15846718847751617, + 0.05484747141599655, + 0.06771843135356903, + 0.03367175906896591, + 0.050844527781009674, + 0.04644083231687546, + 0.1247277706861496, + 0.03981960937380791, + 0.0427633635699749, + 0.3806990385055542 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.0909070074558258 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00766869867220521 + ], + "opposite_logprob_tokens": [ + -4.882668495178223 + ], + "logprob_reward": -0.00766869867220521, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00766869867220521, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4598524868488312, + 0.019996795803308487, + 0.015110993757843971, + 0.015805866569280624, + 0.012555327266454697, + 0.013899115845561028, + 0.008362704887986183, + 0.05516338720917702, + 0.03056703507900238, + 0.3686862885951996 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.00766869867220521 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002209842437878251 + ], + "opposite_logprob_tokens": [ + -6.127209663391113 + ], + "logprob_reward": -0.002209842437878251, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.002209842437878251, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15499740839004517, + 0.038304977118968964, + 0.03981906920671463, + 0.026972511783242226, + 0.020455483347177505, + 0.0575777031481266, + 0.029396619647741318, + 0.07801400870084763, + 0.028307225555181503, + 0.5261549353599548 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.002209842437878251 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980387583374977 + ], + "opposite_logprob_tokens": [ + -3.529803991317749 + ], + "logprob_reward": -0.02980387583374977, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980387583374977, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10238081216812134, + 0.11843622475862503, + 0.020994288846850395, + 0.08342110365629196, + 0.017310522496700287, + 0.013380502350628376, + 0.018429068848490715, + 0.1640416979789734, + 0.10938048362731934, + 0.3522252142429352 + ], + "top_frames": [ + 9, + 7, + 1 + ], + "selected_reward": -0.02980387583374977 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949288606643677 + ], + "opposite_logprob_tokens": [ + -5.1309494972229 + ], + "logprob_reward": -0.005949288606643677, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949288606643677, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3228464722633362, + 0.04372493922710419, + 0.015244794078171253, + 0.028582079336047173, + 0.017479902133345604, + 0.015091946348547935, + 0.013796458952128887, + 0.04340844228863716, + 0.018230412155389786, + 0.4815945625305176 + ], + "top_frames": [ + 9, + 0, + 1 + ], + "selected_reward": -0.005949288606643677 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive Pixar animation style, a static medium close-up depicts a young woman with flowing black hair, a subtle, healthy sheen, cascading over her shoulders. She leans thoughtfully against a wooden windowsill, her chin resting gently on her palm. Her large, almond-shaped eyes are a warm brown, and her soft features hold a serene, hopeful expression, with the slightest smile on her lips. She wears a cozy, oversized, soft-knit sweater in a lavender hue. The room's interior is bathed in a warm, soft glow from an unseen lamp, creating a gentle contrast with the cool, silvery moonlight that illuminates one side of her cheek. Outside the window, the deep indigo night sky serves as the backdrop for a breathtaking spectacle: a high-speed camera effect captures the moon in a hyper-lensed manner, causing it to cycle through its phases at an astonishing pace, from a slender crescent to a brilliant full moon and back again in a seamless, rapid loop. This magical, shimmering celestial dance reflects a miniature, dynamic light show in her resolute, wide-open eyes, emphasizing the calm, resolute hope on her face in response to the rapid passage of time and creating an atmosphere of pure wonder and tranquil contemplation.", + "seed": 15607, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_7/index_6314_seed_15607_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.07481041019782424, + "vlm_logprob": -0.07481041019782424, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.07481041019782424, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3005577623844147 + ], + "opposite_logprob_tokens": [ + -1.4255577325820923 + ], + "logprob_reward": -0.3005577623844147, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.3005577623844147, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33530569076538086, + 0.06517881155014038, + 0.052833184599876404, + 0.03206026926636696, + 0.04241427406668663, + 0.07121747732162476, + 0.14045648276805878, + 0.15573109686374664, + 0.0625787079334259, + 0.04222404211759567 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.3005577623844147 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00767532316967845 + ], + "opposite_logprob_tokens": [ + -4.8826751708984375 + ], + "logprob_reward": -0.00767532316967845, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00767532316967845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20912259817123413, + 0.14324143528938293, + 0.1037166565656662, + 0.11029631644487381, + 0.06547176092863083, + 0.14184796810150146, + 0.03641339763998985, + 0.05162566900253296, + 0.08619295060634613, + 0.05207132175564766 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.00767532316967845 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006756199989467859 + ], + "opposite_logprob_tokens": [ + -5.00675630569458 + ], + "logprob_reward": -0.006756199989467859, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006756199989467859, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19918818771839142, + 0.33613911271095276, + 0.18215981125831604, + 0.05211184173822403, + 0.08002252876758575, + 0.02961926907300949, + 0.028890207409858704, + 0.038578785955905914, + 0.026927705854177475, + 0.026362599804997444 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.006756199989467859 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054965127259492874 + ], + "opposite_logprob_tokens": [ + -2.929965019226074 + ], + "logprob_reward": -0.054965127259492874, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054965127259492874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26745304465293884, + 0.15247544646263123, + 0.07412182539701462, + 0.057270150631666183, + 0.07791426032781601, + 0.03974025323987007, + 0.07256077975034714, + 0.0993984043598175, + 0.11261370778083801, + 0.04645214229822159 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.054965127259492874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097638186067343 + ], + "opposite_logprob_tokens": [ + -5.5040974617004395 + ], + "logprob_reward": -0.004097638186067343, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097638186067343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24484780430793762, + 0.10977473109960556, + 0.08332966268062592, + 0.0547669343650341, + 0.08008690178394318, + 0.04158836603164673, + 0.12796714901924133, + 0.12089475989341736, + 0.06496796756982803, + 0.07177567481994629 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.004097638186067343 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive Pixar animation style, a static medium close-up depicts a young woman with flowing black hair, a subtle, healthy sheen, cascading over her shoulders. She leans thoughtfully against a wooden windowsill, her chin resting gently on her palm. Her large, almond-shaped eyes are a warm brown, and her soft features hold a serene, hopeful expression, with the slightest smile on her lips. She wears a cozy, oversized, soft-knit sweater in a lavender hue. The room's interior is bathed in a warm, soft glow from an unseen lamp, creating a gentle contrast with the cool, silvery moonlight that illuminates one side of her cheek. Outside the window, the deep indigo night sky serves as the backdrop for a breathtaking spectacle: a high-speed camera effect captures the moon in a hyper-lensed manner, causing it to cycle through its phases at an astonishing pace, from a slender crescent to a brilliant full moon and back again in a seamless, rapid loop. This magical, shimmering celestial dance reflects a miniature, dynamic light show in her resolute, wide-open eyes, emphasizing the calm, resolute hope on her face in response to the rapid passage of time and creating an atmosphere of pure wonder and tranquil contemplation.", + "seed": 15608, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_7/index_6314_seed_15608_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.043593977903947236, + "vlm_logprob": -0.043593977903947236, + "vlm_yes_no_margin": 4.075, + "vlm_token_credit": -0.043593977903947236, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10735542327165604 + ], + "opposite_logprob_tokens": [ + -2.6073553562164307 + ], + "logprob_reward": -0.10735542327165604, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.10735542327165604, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17922957241535187, + 0.03367637097835541, + 0.03284546360373497, + 0.523908257484436, + 0.1278039515018463, + 0.027226373553276062, + 0.016651416197419167, + 0.022892605513334274, + 0.019932715222239494, + 0.015833280980587006 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.10735542327165604 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014257941395044327 + ], + "opposite_logprob_tokens": [ + -4.264257907867432 + ], + "logprob_reward": -0.014257941395044327, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014257941395044327, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12226508557796478, + 0.07916368544101715, + 0.07766998559236526, + 0.5195828676223755, + 0.10556990653276443, + 0.039585649967193604, + 0.02294365130364895, + 0.01600806787610054, + 0.009110012091696262, + 0.00810109544545412 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.014257941395044327 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0032177597749978304 + ], + "opposite_logprob_tokens": [ + -5.753217697143555 + ], + "logprob_reward": -0.0032177597749978304, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0032177597749978304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07658083736896515, + 0.10916375368833542, + 0.05933632701635361, + 0.30913102626800537, + 0.19201581180095673, + 0.15705962479114532, + 0.04148183763027191, + 0.021452821791172028, + 0.007984306663274765, + 0.025793563574552536 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.0032177597749978304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08904077112674713 + ], + "opposite_logprob_tokens": [ + -2.464040756225586 + ], + "logprob_reward": -0.08904077112674713, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08904077112674713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04671197012066841, + 0.028832990676164627, + 0.005755490157753229, + 0.8603506088256836, + 0.038806408643722534, + 0.004098871257156134, + 0.004573401529341936, + 0.0036472498904913664, + 0.004499526694417, + 0.0027234163135290146 + ], + "top_frames": [ + 3, + 0, + 4 + ], + "selected_reward": -0.08904077112674713 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004097993951290846 + ], + "opposite_logprob_tokens": [ + -5.504097938537598 + ], + "logprob_reward": -0.004097993951290846, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004097993951290846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04599638283252716, + 0.018949031829833984, + 0.017065754160284996, + 0.8137845993041992, + 0.06741167604923248, + 0.01772342622280121, + 0.003691967809572816, + 0.003973883111029863, + 0.004252876620739698, + 0.0071504912339150906 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.004097993951290846 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the distinctive Pixar animation style, a static medium close-up depicts a young woman with flowing black hair, a subtle, healthy sheen, cascading over her shoulders. She leans thoughtfully against a wooden windowsill, her chin resting gently on her palm. Her large, almond-shaped eyes are a warm brown, and her soft features hold a serene, hopeful expression, with the slightest smile on her lips. She wears a cozy, oversized, soft-knit sweater in a lavender hue. The room's interior is bathed in a warm, soft glow from an unseen lamp, creating a gentle contrast with the cool, silvery moonlight that illuminates one side of her cheek. Outside the window, the deep indigo night sky serves as the backdrop for a breathtaking spectacle: a high-speed camera effect captures the moon in a hyper-lensed manner, causing it to cycle through its phases at an astonishing pace, from a slender crescent to a brilliant full moon and back again in a seamless, rapid loop. This magical, shimmering celestial dance reflects a miniature, dynamic light show in her resolute, wide-open eyes, emphasizing the calm, resolute hope on her face in response to the rapid passage of time and creating an atmosphere of pure wonder and tranquil contemplation.", + "seed": 15609, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_7/index_6314_seed_15609_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.031569671165198085, + "vlm_logprob": -0.031569671165198085, + "vlm_yes_no_margin": 4.525, + "vlm_token_credit": -0.031569671165198085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11740170419216156 + ], + "opposite_logprob_tokens": [ + -2.367401599884033 + ], + "logprob_reward": -0.11740170419216156, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.11740170419216156, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27743032574653625, + 0.17953763902187347, + 0.04766477271914482, + 0.05506426841020584, + 0.02295028418302536, + 0.03204191103577614, + 0.029889825731515884, + 0.026035888120532036, + 0.18207643926143646, + 0.14730863273143768 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.11740170419216156 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006005694158375263 + ], + "opposite_logprob_tokens": [ + -5.131005764007568 + ], + "logprob_reward": -0.006005694158375263, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.006005694158375263, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09369771927595139, + 0.07774817943572998, + 0.1013115644454956, + 0.09288281202316284, + 0.035317614674568176, + 0.0302452240139246, + 0.2994858920574188, + 0.023760952055454254, + 0.17574448883533478, + 0.0698055699467659 + ], + "top_frames": [ + 6, + 8, + 2 + ], + "selected_reward": -0.006005694158375263 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013497299514710903 + ], + "opposite_logprob_tokens": [ + -6.626349925994873 + ], + "logprob_reward": -0.0013497299514710903, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013497299514710903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11965716630220413, + 0.04175443574786186, + 0.17296603322029114, + 0.05006170645356178, + 0.1694188416004181, + 0.17891697585582733, + 0.11854386329650879, + 0.03538546338677406, + 0.0522613488137722, + 0.061034202575683594 + ], + "top_frames": [ + 5, + 2, + 4 + ], + "selected_reward": -0.0013497299514710903 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026354091241955757 + ], + "opposite_logprob_tokens": [ + -3.6513540744781494 + ], + "logprob_reward": -0.026354091241955757, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026354091241955757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11246457695960999, + 0.037328511476516724, + 0.04585987702012062, + 0.08529926836490631, + 0.02230703830718994, + 0.012330256402492523, + 0.016250208020210266, + 0.09298042953014374, + 0.23458218574523926, + 0.3405977189540863 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.026354091241955757 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video rendered in a distinctive Pixar animation style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up of a young woman with flowing black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman wearing a cozy, oversized, soft-knit sweater in a lavender hue?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the scene show a high-speed camera effect causing the moon outside the window to cycle rapidly through its phases?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the lighting characterized by a warm glow from an unseen lamp contrasting with cool, silvery moonlight on one side of the woman's face?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006737136282026768 + ], + "opposite_logprob_tokens": [ + -5.006737232208252 + ], + "logprob_reward": -0.006737136282026768, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006737136282026768, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19341397285461426, + 0.08830761909484863, + 0.10225240886211395, + 0.13863392174243927, + 0.07753793150186539, + 0.06055421382188797, + 0.03282130882143974, + 0.06528940051794052, + 0.05846753716468811, + 0.18272164463996887 + ], + "top_frames": [ + 0, + 9, + 3 + ], + "selected_reward": -0.006737136282026768 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_8/index_tensor([8230, 8230])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_8/index_tensor([8230, 8230])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..dcb790da3c4ef0e04f10c7006b67334681f07764 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_8/index_tensor([8230, 8230])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a static, horizontal medium shot, soft morning light pours in from a large off-screen window, illuminating a modern kitchen. A woman with long, dark brown hair tied in a low ponytail strolls calmly from the left side of the frame. She wears an off-white turtleneck sweater, her expression focused and calm. She pauses at the central wooden counter, a blur of dark cabinets and a smooth white marble countertop in the background. Her gaze falls on a bright red, smooth-skinned apple on the countertop. Reaching out with her right hand, she steadily grasps a nearby silver chef's knife, its blade gleaming brightly in the light. Gently swaying the apple with her left hand, she aligns the blade with its center and, with a single, smooth, downward motion, she precisely slices it. With a crisp sound, the apple is perfectly split in half, falling to its sides, revealing its pale yellow flesh and dark core. The entire scene is imbued with an atmosphere of focused, tranquil domesticity.", + "seed": 16258, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_8/index_8230_seed_16258_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0399693138897419, + "vlm_logprob": -0.0399693138897419, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.0399693138897419, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.044375091791152954 + ], + "opposite_logprob_tokens": [ + -3.66937518119812 + ], + "logprob_reward": -0.044375091791152954, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.044375091791152954, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1507904827594757, + 0.16111038625240326, + 0.09006301313638687, + 0.0710056722164154, + 0.1351868212223053, + 0.04818667098879814, + 0.08462846279144287, + 0.09991483390331268, + 0.047792982310056686, + 0.11132071912288666 + ], + "top_frames": [ + 1, + 0, + 4 + ], + "selected_reward": -0.044375091791152954 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07005249708890915 + ], + "opposite_logprob_tokens": [ + -2.6950523853302 + ], + "logprob_reward": -0.07005249708890915, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07005249708890915, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17470036447048187, + 0.3111375570297241, + 0.12138918787240982, + 0.04683338478207588, + 0.10508470982313156, + 0.054328303784132004, + 0.060588985681533813, + 0.04669439047574997, + 0.0383671335875988, + 0.040875982493162155 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.07005249708890915 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008647613227367401 + ], + "opposite_logprob_tokens": [ + -4.758647441864014 + ], + "logprob_reward": -0.008647613227367401, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008647613227367401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16029654443264008, + 0.08976341038942337, + 0.16764560341835022, + 0.09052781015634537, + 0.08824025839567184, + 0.034873366355895996, + 0.047871239483356476, + 0.06279700994491577, + 0.0748947486281395, + 0.1830900013446808 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.008647613227367401 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043067965656518936 + ], + "opposite_logprob_tokens": [ + -3.1680679321289062 + ], + "logprob_reward": -0.043067965656518936, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043067965656518936, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11465127766132355, + 0.09010720998048782, + 0.19145293533802032, + 0.06944189965724945, + 0.08875944465398788, + 0.04586106166243553, + 0.12359809130430222, + 0.08192077279090881, + 0.12861992418766022, + 0.0655873715877533 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.043067965656518936 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370340168476105 + ], + "opposite_logprob_tokens": [ + -3.408703327178955 + ], + "logprob_reward": -0.03370340168476105, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370340168476105, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1415649950504303, + 0.14352084696292877, + 0.19673575460910797, + 0.1104854866862297, + 0.07535923272371292, + 0.05005417391657829, + 0.08256231993436813, + 0.06511697173118591, + 0.052597176283597946, + 0.08200305700302124 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.03370340168476105 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, horizontal medium shot, soft morning light pours in from a large off-screen window, illuminating a modern kitchen. A woman with long, dark brown hair tied in a low ponytail strolls calmly from the left side of the frame. She wears an off-white turtleneck sweater, her expression focused and calm. She pauses at the central wooden counter, a blur of dark cabinets and a smooth white marble countertop in the background. Her gaze falls on a bright red, smooth-skinned apple on the countertop. Reaching out with her right hand, she steadily grasps a nearby silver chef's knife, its blade gleaming brightly in the light. Gently swaying the apple with her left hand, she aligns the blade with its center and, with a single, smooth, downward motion, she precisely slices it. With a crisp sound, the apple is perfectly split in half, falling to its sides, revealing its pale yellow flesh and dark core. The entire scene is imbued with an atmosphere of focused, tranquil domesticity.", + "seed": 16259, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_8/index_8230_seed_16259_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09065849492326379, + "vlm_logprob": -0.09065849492326379, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.09065849492326379, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07951232045888901 + ], + "opposite_logprob_tokens": [ + -2.704512357711792 + ], + "logprob_reward": -0.07951232045888901, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07951232045888901, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12801271677017212, + 0.11966980248689651, + 0.12610051035881042, + 0.08071968704462051, + 0.13441523909568787, + 0.11330108344554901, + 0.08796923607587814, + 0.05572355538606644, + 0.11726562678813934, + 0.03682253509759903 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.07951232045888901 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134502172470093 + ], + "opposite_logprob_tokens": [ + -1.3134502172470093 + ], + "logprob_reward": -0.3134502172470093, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134502172470093, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13733072578907013, + 0.14506763219833374, + 0.0838262066245079, + 0.2137172967195511, + 0.0674998089671135, + 0.07457128167152405, + 0.19168509542942047, + 0.012431555427610874, + 0.04073040932416916, + 0.03314000368118286 + ], + "top_frames": [ + 3, + 6, + 1 + ], + "selected_reward": -0.3134502172470093 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007635456044226885 + ], + "opposite_logprob_tokens": [ + -4.882635593414307 + ], + "logprob_reward": -0.007635456044226885, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007635456044226885, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13020294904708862, + 0.1340295374393463, + 0.16151225566864014, + 0.178977370262146, + 0.09437554329633713, + 0.07233186066150665, + 0.06364993005990982, + 0.050101302564144135, + 0.05608031153678894, + 0.058738917112350464 + ], + "top_frames": [ + 3, + 2, + 1 + ], + "selected_reward": -0.007635456044226885 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026350026950240135 + ], + "opposite_logprob_tokens": [ + -3.6513500213623047 + ], + "logprob_reward": -0.026350026950240135, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026350026950240135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07641762495040894, + 0.3717201352119446, + 0.05689263716340065, + 0.06004880368709564, + 0.05843903124332428, + 0.07686170935630798, + 0.10860254615545273, + 0.05687478184700012, + 0.061790917068719864, + 0.0723518431186676 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.026350026950240135 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026344453915953636 + ], + "opposite_logprob_tokens": [ + -3.6513445377349854 + ], + "logprob_reward": -0.026344453915953636, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026344453915953636, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25242504477500916, + 0.1665317565202713, + 0.08872481435537338, + 0.07164903730154037, + 0.05079413950443268, + 0.10724267363548279, + 0.07231610268354416, + 0.048893868923187256, + 0.05585859715938568, + 0.085564024746418 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.026344453915953636 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, horizontal medium shot, soft morning light pours in from a large off-screen window, illuminating a modern kitchen. A woman with long, dark brown hair tied in a low ponytail strolls calmly from the left side of the frame. She wears an off-white turtleneck sweater, her expression focused and calm. She pauses at the central wooden counter, a blur of dark cabinets and a smooth white marble countertop in the background. Her gaze falls on a bright red, smooth-skinned apple on the countertop. Reaching out with her right hand, she steadily grasps a nearby silver chef's knife, its blade gleaming brightly in the light. Gently swaying the apple with her left hand, she aligns the blade with its center and, with a single, smooth, downward motion, she precisely slices it. With a crisp sound, the apple is perfectly split in half, falling to its sides, revealing its pale yellow flesh and dark core. The entire scene is imbued with an atmosphere of focused, tranquil domesticity.", + "seed": 16260, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_8/index_8230_seed_16260_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.18934757830575108, + "vlm_logprob": -0.18934757830575108, + "vlm_yes_no_margin": 3.0, + "vlm_token_credit": -0.18934757830575108, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06256038695573807 + ], + "opposite_logprob_tokens": [ + -3.0625603199005127 + ], + "logprob_reward": -0.06256038695573807, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.06256038695573807, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15929611027240753, + 0.06617112457752228, + 0.07306960225105286, + 0.11858155578374863, + 0.10577812790870667, + 0.07890459150075912, + 0.045111678540706635, + 0.15407992899417877, + 0.0717293992638588, + 0.12727786600589752 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.06256038695573807 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261458873748779 + ], + "opposite_logprob_tokens": [ + -0.5761458873748779 + ], + "logprob_reward": -0.8261458873748779, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261458873748779, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.2718103229999542, + 0.05589985102415085, + 0.031206663697957993, + 0.0359673947095871, + 0.07900252193212509, + 0.1362149566411972, + 0.07134546339511871, + 0.1938280165195465, + 0.05022421479225159, + 0.07450056076049805 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.8261458873748779 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00764006981626153 + ], + "opposite_logprob_tokens": [ + -4.8826398849487305 + ], + "logprob_reward": -0.00764006981626153, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00764006981626153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3228813111782074, + 0.053854115307331085, + 0.16338299214839935, + 0.04022447019815445, + 0.08773407340049744, + 0.11419300734996796, + 0.07328251004219055, + 0.05899631232023239, + 0.03181680664420128, + 0.05363444611430168 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.00764006981626153 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980480156838894 + ], + "opposite_logprob_tokens": [ + -3.5298047065734863 + ], + "logprob_reward": -0.02980480156838894, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980480156838894, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14730162918567657, + 0.03177656978368759, + 0.04187411069869995, + 0.040262073278427124, + 0.07236658781766891, + 0.03658469021320343, + 0.222398579120636, + 0.26939690113067627, + 0.048896655440330505, + 0.08914218097925186 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.02980480156838894 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058674581348896 + ], + "opposite_logprob_tokens": [ + -3.8955867290496826 + ], + "logprob_reward": -0.02058674581348896, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058674581348896, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12231791019439697, + 0.04395345225930214, + 0.08024143427610397, + 0.04878309369087219, + 0.07012016326189041, + 0.048194769769907, + 0.13501572608947754, + 0.13657420873641968, + 0.1189253032207489, + 0.1958739012479782 + ], + "top_frames": [ + 9, + 7, + 6 + ], + "selected_reward": -0.02058674581348896 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "No", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, horizontal medium shot, soft morning light pours in from a large off-screen window, illuminating a modern kitchen. A woman with long, dark brown hair tied in a low ponytail strolls calmly from the left side of the frame. She wears an off-white turtleneck sweater, her expression focused and calm. She pauses at the central wooden counter, a blur of dark cabinets and a smooth white marble countertop in the background. Her gaze falls on a bright red, smooth-skinned apple on the countertop. Reaching out with her right hand, she steadily grasps a nearby silver chef's knife, its blade gleaming brightly in the light. Gently swaying the apple with her left hand, she aligns the blade with its center and, with a single, smooth, downward motion, she precisely slices it. With a crisp sound, the apple is perfectly split in half, falling to its sides, revealing its pale yellow flesh and dark core. The entire scene is imbued with an atmosphere of focused, tranquil domesticity.", + "seed": 16261, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_8/index_8230_seed_16261_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.09260735688731074, + "vlm_logprob": -0.09260735688731074, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.09260735688731074, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08540015667676926 + ], + "opposite_logprob_tokens": [ + -2.710400104522705 + ], + "logprob_reward": -0.08540015667676926, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.08540015667676926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1798747032880783, + 0.13889631628990173, + 0.15264101326465607, + 0.1128438413143158, + 0.09018956124782562, + 0.03803881257772446, + 0.09552432596683502, + 0.0701013058423996, + 0.04706013202667236, + 0.07482993602752686 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.08540015667676926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2813488841056824 + ], + "opposite_logprob_tokens": [ + -1.4063489437103271 + ], + "logprob_reward": -0.2813488841056824, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2813488841056824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.43562451004981995, + 0.19000642001628876, + 0.04920586943626404, + 0.07831308245658875, + 0.07879461348056793, + 0.041251033544540405, + 0.08100681006908417, + 0.014730640687048435, + 0.009596051648259163, + 0.021470997482538223 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.2813488841056824 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007631906773895025 + ], + "opposite_logprob_tokens": [ + -4.882631778717041 + ], + "logprob_reward": -0.007631906773895025, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007631906773895025, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14203335344791412, + 0.1032290831208229, + 0.05803222209215164, + 0.1832168847322464, + 0.10908425599336624, + 0.10771963000297546, + 0.15812969207763672, + 0.037790704518556595, + 0.04320323467254639, + 0.057560890913009644 + ], + "top_frames": [ + 3, + 6, + 0 + ], + "selected_reward": -0.007631906773895025 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05496038869023323 + ], + "opposite_logprob_tokens": [ + -2.9299604892730713 + ], + "logprob_reward": -0.05496038869023323, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05496038869023323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06272005289793015, + 0.05882330238819122, + 0.049741245806217194, + 0.4101139307022095, + 0.06969163566827774, + 0.05780795216560364, + 0.21262167394161224, + 0.03270368650555611, + 0.01591062732040882, + 0.029865922406315804 + ], + "top_frames": [ + 3, + 6, + 4 + ], + "selected_reward": -0.05496038869023323 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a modern kitchen with dark cabinets and a white marble countertop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a woman with long dark brown hair in a low ponytail wearing an off-white turtleneck sweater visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the woman slice a bright red apple in half with a silver chef's knife?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"After slicing, do the apple halves fall to their sides revealing pale yellow flesh and a dark core?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369544818997383 + ], + "opposite_logprob_tokens": [ + -3.4086954593658447 + ], + "logprob_reward": -0.03369544818997383, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369544818997383, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1722474843263626, + 0.054241567850112915, + 0.09144331514835358, + 0.11392418295145035, + 0.18680357933044434, + 0.17150789499282837, + 0.08756448328495026, + 0.03312176838517189, + 0.0392342284321785, + 0.0499115064740181 + ], + "top_frames": [ + 4, + 0, + 5 + ], + "selected_reward": -0.03369544818997383 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_9/index_tensor([250, 250])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_9/index_tensor([250, 250])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..9afb3019634b622e97dc62035f3d50c8c48515ec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_9/index_tensor([250, 250])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, medium shot, held at eye level, observes a man performing a series of meticulous movements in a minimalist dining area. The man, with neatly combed short brown hair and a plain, dark blue cotton T-shirt, initially sits at a simple wooden table, bathed in soft, unfocused sunlight from an off-screen window. With his right hand, he steadily raises a clear glass, slowly takes a sip of water, and deliberately places it back on the table with a soft, controlled motion. His left hand then gently slides a white ceramic plate across the wooden surface, and his right hand picks up a piece of country bread from the plate and eats it. After taking a bite, he carefully sets the bread down with both hands. He then rises steadily from his chair, picks up a folded white towel in his right hand, and begins methodically wiping a section of the adjacent light-colored wall. As he leans forward to wipe, his left hand slightly away from his body for balance, his entire posture conveying focused intent. The scene's neutral color palette and the subject's precise, unhurried movements create a calm, almost meditative atmosphere.", + "seed": 157, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_9/index_250_seed_157_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11181688252836466, + "vlm_logprob": -0.11181688252836466, + "vlm_yes_no_margin": 3.325, + "vlm_token_credit": -0.11181688252836466, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2984778881072998 + ], + "opposite_logprob_tokens": [ + -1.4234778881072998 + ], + "logprob_reward": -0.2984778881072998, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.2984778881072998, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06970105320215225, + 0.11744034290313721, + 0.13005755841732025, + 0.14524421095848083, + 0.060864534229040146, + 0.16621674597263336, + 0.11360230296850204, + 0.09401391446590424, + 0.05367760360240936, + 0.04918171092867851 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.2984778881072998 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02332312986254692 + ], + "opposite_logprob_tokens": [ + -3.7733230590820312 + ], + "logprob_reward": -0.02332312986254692, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02332312986254692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14243975281715393, + 0.039762888103723526, + 0.038025010377168655, + 0.04649801179766655, + 0.0379813015460968, + 0.0651475042104721, + 0.22974489629268646, + 0.28602075576782227, + 0.05639683082699776, + 0.05798306316137314 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.02332312986254692 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22556675970554352 + ], + "opposite_logprob_tokens": [ + -1.6005667448043823 + ], + "logprob_reward": -0.22556675970554352, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22556675970554352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12041652947664261, + 0.07020775973796844, + 0.08697652071714401, + 0.052623581141233444, + 0.054731644690036774, + 0.09585176408290863, + 0.16095519065856934, + 0.053617775440216064, + 0.07761584222316742, + 0.22700338065624237 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.22556675970554352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0040934826247394085 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.0040934826247394085, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.0040934826247394085, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17614206671714783, + 0.09321337938308716, + 0.047789402306079865, + 0.13937191665172577, + 0.0714024007320404, + 0.06739502400159836, + 0.15779584646224976, + 0.12774047255516052, + 0.04207450896501541, + 0.07707494497299194 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.0040934826247394085 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00762315234169364 + ], + "opposite_logprob_tokens": [ + -4.882623195648193 + ], + "logprob_reward": -0.00762315234169364, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00762315234169364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2420647293329239, + 0.061621252447366714, + 0.050141241401433945, + 0.10881640762090683, + 0.04100964218378067, + 0.11378862708806992, + 0.12625013291835785, + 0.12460625171661377, + 0.055903445929288864, + 0.07579828053712845 + ], + "top_frames": [ + 0, + 6, + 7 + ], + "selected_reward": -0.00762315234169364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, held at eye level, observes a man performing a series of meticulous movements in a minimalist dining area. The man, with neatly combed short brown hair and a plain, dark blue cotton T-shirt, initially sits at a simple wooden table, bathed in soft, unfocused sunlight from an off-screen window. With his right hand, he steadily raises a clear glass, slowly takes a sip of water, and deliberately places it back on the table with a soft, controlled motion. His left hand then gently slides a white ceramic plate across the wooden surface, and his right hand picks up a piece of country bread from the plate and eats it. After taking a bite, he carefully sets the bread down with both hands. He then rises steadily from his chair, picks up a folded white towel in his right hand, and begins methodically wiping a section of the adjacent light-colored wall. As he leans forward to wipe, his left hand slightly away from his body for balance, his entire posture conveying focused intent. The scene's neutral color palette and the subject's precise, unhurried movements create a calm, almost meditative atmosphere.", + "seed": 158, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_9/index_250_seed_158_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.12476815842092037, + "vlm_logprob": -0.12476815842092037, + "vlm_yes_no_margin": 2.799999952316284, + "vlm_token_credit": -0.12476815842092037, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2483207881450653 + ], + "opposite_logprob_tokens": [ + -1.6233208179473877 + ], + "logprob_reward": -0.2483207881450653, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.2483207881450653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09513600170612335, + 0.07033070176839828, + 0.038977060467004776, + 0.026819240301847458, + 0.15160128474235535, + 0.07052067667245865, + 0.20299352705478668, + 0.26185867190361023, + 0.040066976100206375, + 0.04169594869017601 + ], + "top_frames": [ + 7, + 6, + 4 + ], + "selected_reward": -0.2483207881450653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308804258704185 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308804258704185, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308804258704185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19891943037509918, + 0.0683240070939064, + 0.05145453289151192, + 0.05511176586151123, + 0.24280674755573273, + 0.05153711512684822, + 0.09452170878648758, + 0.09323570132255554, + 0.08330374211072922, + 0.060785192996263504 + ], + "top_frames": [ + 4, + 0, + 6 + ], + "selected_reward": -0.023308804258704185 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3134552836418152 + ], + "opposite_logprob_tokens": [ + -1.31345534324646 + ], + "logprob_reward": -0.3134552836418152, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3134552836418152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07178058475255966, + 0.06295114010572433, + 0.02428438514471054, + 0.03977598994970322, + 0.08169728517532349, + 0.07451330870389938, + 0.1769675612449646, + 0.27834510803222656, + 0.1095961481332779, + 0.08008851855993271 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.3134552836418152 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058207429945469 + ], + "opposite_logprob_tokens": [ + -3.8955819606781006 + ], + "logprob_reward": -0.02058207429945469, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058207429945469, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23539477586746216, + 0.16826988756656647, + 0.05640298128128052, + 0.029403015971183777, + 0.12393084168434143, + 0.06937684118747711, + 0.05302727594971657, + 0.09284919500350952, + 0.030322767794132233, + 0.1410224437713623 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.02058207429945469 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018173841759562492 + ], + "opposite_logprob_tokens": [ + -4.018173694610596 + ], + "logprob_reward": -0.018173841759562492, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018173841759562492, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15792623162269592, + 0.06970739364624023, + 0.048829205334186554, + 0.04845478758215904, + 0.10604441165924072, + 0.04947035387158394, + 0.18962185084819794, + 0.09050880372524261, + 0.1071280688047409, + 0.13230887055397034 + ], + "top_frames": [ + 6, + 0, + 9 + ], + "selected_reward": -0.018173841759562492 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, held at eye level, observes a man performing a series of meticulous movements in a minimalist dining area. The man, with neatly combed short brown hair and a plain, dark blue cotton T-shirt, initially sits at a simple wooden table, bathed in soft, unfocused sunlight from an off-screen window. With his right hand, he steadily raises a clear glass, slowly takes a sip of water, and deliberately places it back on the table with a soft, controlled motion. His left hand then gently slides a white ceramic plate across the wooden surface, and his right hand picks up a piece of country bread from the plate and eats it. After taking a bite, he carefully sets the bread down with both hands. He then rises steadily from his chair, picks up a folded white towel in his right hand, and begins methodically wiping a section of the adjacent light-colored wall. As he leans forward to wipe, his left hand slightly away from his body for balance, his entire posture conveying focused intent. The scene's neutral color palette and the subject's precise, unhurried movements create a calm, almost meditative atmosphere.", + "seed": 159, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_9/index_250_seed_159_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1011531911790371, + "vlm_logprob": -0.1011531911790371, + "vlm_yes_no_margin": 2.875, + "vlm_token_credit": -0.1011531911790371, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.33027228713035583 + ], + "opposite_logprob_tokens": [ + -1.3302723169326782 + ], + "logprob_reward": -0.33027228713035583, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.33027228713035583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12237399071455002, + 0.09942109882831573, + 0.09685821831226349, + 0.16604579985141754, + 0.042290620505809784, + 0.16367599368095398, + 0.049278002232313156, + 0.09085850417613983, + 0.07358843833208084, + 0.0956093966960907 + ], + "top_frames": [ + 3, + 5, + 0 + ], + "selected_reward": -0.33027228713035583 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316258564591408 + ], + "opposite_logprob_tokens": [ + -3.7733161449432373 + ], + "logprob_reward": -0.023316258564591408, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316258564591408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13721302151679993, + 0.05917075648903847, + 0.04345696046948433, + 0.030036455020308495, + 0.030425548553466797, + 0.36337950825691223, + 0.13845570385456085, + 0.08457639068365097, + 0.06409389525651932, + 0.04919181391596794 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.023316258564591408 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10030557960271835 + ], + "opposite_logprob_tokens": [ + -2.3503055572509766 + ], + "logprob_reward": -0.10030557960271835, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10030557960271835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20271338522434235, + 0.07399629801511765, + 0.06826908141374588, + 0.0385638065636158, + 0.03466752916574478, + 0.08634328842163086, + 0.09364938735961914, + 0.14813384413719177, + 0.1356254667043686, + 0.11803799122571945 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.10030557960271835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01818905957043171 + ], + "opposite_logprob_tokens": [ + -4.018188953399658 + ], + "logprob_reward": -0.01818905957043171, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01818905957043171, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11576711386442184, + 0.16808220744132996, + 0.06765396147966385, + 0.04999116435647011, + 0.038076505064964294, + 0.3056192398071289, + 0.031154993921518326, + 0.10820485651493073, + 0.03567534312605858, + 0.0797746479511261 + ], + "top_frames": [ + 5, + 1, + 0 + ], + "selected_reward": -0.01818905957043171 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033682771027088165 + ], + "opposite_logprob_tokens": [ + -3.4086828231811523 + ], + "logprob_reward": -0.033682771027088165, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033682771027088165, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14019732177257538, + 0.04403644800186157, + 0.04661647602915764, + 0.04950284957885742, + 0.0379289910197258, + 0.18763145804405212, + 0.12808279693126678, + 0.11364313960075378, + 0.1422920525074005, + 0.1100684329867363 + ], + "top_frames": [ + 5, + 8, + 0 + ], + "selected_reward": -0.033682771027088165 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, medium shot, held at eye level, observes a man performing a series of meticulous movements in a minimalist dining area. The man, with neatly combed short brown hair and a plain, dark blue cotton T-shirt, initially sits at a simple wooden table, bathed in soft, unfocused sunlight from an off-screen window. With his right hand, he steadily raises a clear glass, slowly takes a sip of water, and deliberately places it back on the table with a soft, controlled motion. His left hand then gently slides a white ceramic plate across the wooden surface, and his right hand picks up a piece of country bread from the plate and eats it. After taking a bite, he carefully sets the bread down with both hands. He then rises steadily from his chair, picks up a folded white towel in his right hand, and begins methodically wiping a section of the adjacent light-colored wall. As he leans forward to wipe, his left hand slightly away from his body for balance, his entire posture conveying focused intent. The scene's neutral color palette and the subject's precise, unhurried movements create a calm, almost meditative atmosphere.", + "seed": 160, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000232/group_9/index_250_seed_160_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0995100086554885, + "vlm_logprob": -0.0995100086554885, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.0995100086554885, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22851839661598206 + ], + "opposite_logprob_tokens": [ + -1.8535183668136597 + ], + "logprob_reward": -0.22851839661598206, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.22851839661598206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21901416778564453, + 0.06591841578483582, + 0.035524796694517136, + 0.05773210525512695, + 0.04715050756931305, + 0.06794662773609161, + 0.13085618615150452, + 0.16943813860416412, + 0.11985985934734344, + 0.08655919134616852 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.22851839661598206 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01821926236152649 + ], + "opposite_logprob_tokens": [ + -4.018219470977783 + ], + "logprob_reward": -0.01821926236152649, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01821926236152649, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2920154929161072, + 0.055849313735961914, + 0.04379243776202202, + 0.046806566417217255, + 0.04158096760511398, + 0.1696847528219223, + 0.0943508967757225, + 0.09359142184257507, + 0.08590495586395264, + 0.07642325013875961 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.01821926236152649 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22554820775985718 + ], + "opposite_logprob_tokens": [ + -1.600548267364502 + ], + "logprob_reward": -0.22554820775985718, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22554820775985718, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1271827518939972, + 0.0740593895316124, + 0.04259645193815231, + 0.06212320551276207, + 0.043478209525346756, + 0.06729311496019363, + 0.13586606085300446, + 0.20350396633148193, + 0.12051400542259216, + 0.12338286638259888 + ], + "top_frames": [ + 7, + 6, + 0 + ], + "selected_reward": -0.22554820775985718 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01107827853411436 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.01107827853411436, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.01107827853411436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1606817990541458, + 0.09280186891555786, + 0.06883435696363449, + 0.028858182951807976, + 0.18309567868709564, + 0.20486998558044434, + 0.06527283787727356, + 0.08926636725664139, + 0.07276512682437897, + 0.03355377912521362 + ], + "top_frames": [ + 5, + 4, + 0 + ], + "selected_reward": -0.01107827853411436 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static medium shot held at eye level?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the subject a man with short brown hair wearing a plain dark blue cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man perform the sequence of actions: raising a clear glass to sip water, sliding a white ceramic plate, eating country bread, and wiping a light-colored wall with a towel?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a minimalist dining area with a simple wooden table and soft, unfocused sunlight from an off-screen window?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the man's posture and movement convey focused intent with precise, unhurried motions?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014185898005962372 + ], + "opposite_logprob_tokens": [ + -4.264185905456543 + ], + "logprob_reward": -0.014185898005962372, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014185898005962372, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3238903284072876, + 0.05293912813067436, + 0.03210114315152168, + 0.03731716796755791, + 0.03764909505844116, + 0.06811735033988953, + 0.07195866107940674, + 0.16429145634174347, + 0.07315901666879654, + 0.13857664167881012 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.014185898005962372 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_11/index_tensor([7913, 7913])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_11/index_tensor([7913, 7913])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3dd919d794f221038b4b41269b4fa8df3bbfea53 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_11/index_tensor([7913, 7913])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This static, perfectly centered medium close-up, animated in a nostalgic Studio Ghibli-inspired style, immerses the viewer in a moment of gentle wonder. The focal point is a lush, flourishing vine of lilac, its twisting, woody stems adorned with dense clusters of vibrant, trumpet-shaped flowers. Each blossom radiates a saturated, rich red, its delicate petals subtly textured, while the deep green, oval leaves possess a soft, hand-painted quality. A gentle mountain breeze blows almost silently through the scene, trembling leaves and causing flower heads to dance in a soft, graceful rhythm. Warm, dappled sunlight filters from above, casting a shifting mosaic of bright, golden light and soft shadows on the flowers and foliage, intensifying the tranquil motion. The background is a beautifully rendered, soft-focus painting of rolling green hills meeting a vast, azure sky, creating a rich color palette and an overwhelming atmosphere of peaceful, warm nostalgia.", + "seed": 7556, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_11/index_7913_seed_7556_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.3479518277570605, + "vlm_logprob": -0.3479518277570605, + "vlm_yes_no_margin": 2.5, + "vlm_token_credit": -0.3479518277570605, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.224530816078186 + ], + "opposite_logprob_tokens": [ + -0.3495308458805084 + ], + "logprob_reward": -1.224530816078186, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.224530816078186, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04146021977066994, + 0.0847003385424614, + 0.09857559949159622, + 0.23001013696193695, + 0.0372253842651844, + 0.32928359508514404, + 0.034730926156044006, + 0.021814092993736267, + 0.06502814590930939, + 0.057171594351530075 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -1.224530816078186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219980686903 + ], + "opposite_logprob_tokens": [ + -4.264219760894775 + ], + "logprob_reward": -0.014219980686903, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219980686903, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06912936270236969, + 0.05563269928097725, + 0.0439520962536335, + 0.16162578761577606, + 0.08673442155122757, + 0.3333703875541687, + 0.035415299236774445, + 0.009731829166412354, + 0.05773361772298813, + 0.1466745287179947 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.014219980686903 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4742661714553833 + ], + "opposite_logprob_tokens": [ + -0.9742661714553833 + ], + "logprob_reward": -0.4742661714553833, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4742661714553833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.042573463171720505, + 0.05840712785720825, + 0.1211029514670372, + 0.45535513758659363, + 0.011035376228392124, + 0.15439507365226746, + 0.01324430014938116, + 0.023035403341054916, + 0.007145305164158344, + 0.11370588093996048 + ], + "top_frames": [ + 3, + 5, + 2 + ], + "selected_reward": -0.4742661714553833 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014207523316144943 + ], + "opposite_logprob_tokens": [ + -4.264207363128662 + ], + "logprob_reward": -0.014207523316144943, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014207523316144943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04178294911980629, + 0.046647846698760986, + 0.06966908276081085, + 0.37915337085723877, + 0.011210517026484013, + 0.21082690358161926, + 0.011220267042517662, + 0.016709499061107635, + 0.012934845872223377, + 0.19984468817710876 + ], + "top_frames": [ + 3, + 5, + 9 + ], + "selected_reward": -0.014207523316144943 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01253464724868536 + ], + "opposite_logprob_tokens": [ + -4.3875346183776855 + ], + "logprob_reward": -0.01253464724868536, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01253464724868536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06773734092712402, + 0.07964786887168884, + 0.03445456922054291, + 0.1988329440355301, + 0.013259799219667912, + 0.35766375064849854, + 0.023741675540804863, + 0.04315418004989624, + 0.03115060366690159, + 0.15035726130008698 + ], + "top_frames": [ + 5, + 3, + 9 + ], + "selected_reward": -0.01253464724868536 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, perfectly centered medium close-up, animated in a nostalgic Studio Ghibli-inspired style, immerses the viewer in a moment of gentle wonder. The focal point is a lush, flourishing vine of lilac, its twisting, woody stems adorned with dense clusters of vibrant, trumpet-shaped flowers. Each blossom radiates a saturated, rich red, its delicate petals subtly textured, while the deep green, oval leaves possess a soft, hand-painted quality. A gentle mountain breeze blows almost silently through the scene, trembling leaves and causing flower heads to dance in a soft, graceful rhythm. Warm, dappled sunlight filters from above, casting a shifting mosaic of bright, golden light and soft shadows on the flowers and foliage, intensifying the tranquil motion. The background is a beautifully rendered, soft-focus painting of rolling green hills meeting a vast, azure sky, creating a rich color palette and an overwhelming atmosphere of peaceful, warm nostalgia.", + "seed": 7557, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_11/index_7913_seed_7557_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.10474298866465688, + "vlm_logprob": -0.10474298866465688, + "vlm_yes_no_margin": 3.55, + "vlm_token_credit": -0.10474298866465688, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4305635392665863 + ], + "opposite_logprob_tokens": [ + -1.0555635690689087 + ], + "logprob_reward": -0.4305635392665863, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4305635392665863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17844338715076447, + 0.08752314001321793, + 0.14976689219474792, + 0.06556461751461029, + 0.07868077605962753, + 0.060314059257507324, + 0.08911369740962982, + 0.0838882178068161, + 0.09410610049962997, + 0.11259908229112625 + ], + "top_frames": [ + 0, + 2, + 9 + ], + "selected_reward": -0.4305635392665863 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0206122025847435 + ], + "opposite_logprob_tokens": [ + -3.8956122398376465 + ], + "logprob_reward": -0.0206122025847435, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.0206122025847435, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2110588699579239, + 0.13615159690380096, + 0.04916193708777428, + 0.05214342474937439, + 0.06744278222322464, + 0.06564004719257355, + 0.06559247523546219, + 0.13168691098690033, + 0.05380799248814583, + 0.16731400787830353 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.0206122025847435 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062037304043769836 + ], + "opposite_logprob_tokens": [ + -2.812037229537964 + ], + "logprob_reward": -0.062037304043769836, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062037304043769836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18419550359249115, + 0.05512142553925514, + 0.08789872378110886, + 0.033169012516736984, + 0.10699468851089478, + 0.03823653981089592, + 0.23027056455612183, + 0.11935044825077057, + 0.11995010077953339, + 0.024812951683998108 + ], + "top_frames": [ + 6, + 0, + 8 + ], + "selected_reward": -0.062037304043769836 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253201816231012 + ], + "opposite_logprob_tokens": [ + -5.255253314971924 + ], + "logprob_reward": -0.005253201816231012, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253201816231012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14589783549308777, + 0.058491308242082596, + 0.0784556046128273, + 0.06861546635627747, + 0.05170983448624611, + 0.06209713593125343, + 0.22711876034736633, + 0.11428017169237137, + 0.14749224483966827, + 0.045841675251722336 + ], + "top_frames": [ + 6, + 8, + 0 + ], + "selected_reward": -0.005253201816231012 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248695611953735 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248695611953735, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248695611953735, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21815374493598938, + 0.06812041252851486, + 0.06918396055698395, + 0.05103021860122681, + 0.028660546988248825, + 0.126248300075531, + 0.14282427728176117, + 0.10330799221992493, + 0.06264985352754593, + 0.12982060015201569 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.005248695611953735 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, perfectly centered medium close-up, animated in a nostalgic Studio Ghibli-inspired style, immerses the viewer in a moment of gentle wonder. The focal point is a lush, flourishing vine of lilac, its twisting, woody stems adorned with dense clusters of vibrant, trumpet-shaped flowers. Each blossom radiates a saturated, rich red, its delicate petals subtly textured, while the deep green, oval leaves possess a soft, hand-painted quality. A gentle mountain breeze blows almost silently through the scene, trembling leaves and causing flower heads to dance in a soft, graceful rhythm. Warm, dappled sunlight filters from above, casting a shifting mosaic of bright, golden light and soft shadows on the flowers and foliage, intensifying the tranquil motion. The background is a beautifully rendered, soft-focus painting of rolling green hills meeting a vast, azure sky, creating a rich color palette and an overwhelming atmosphere of peaceful, warm nostalgia.", + "seed": 7558, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_11/index_7913_seed_7558_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.13652738388627766, + "vlm_logprob": -0.13652738388627766, + "vlm_yes_no_margin": 3.65, + "vlm_token_credit": -0.13652738388627766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6339582204818726 + ], + "opposite_logprob_tokens": [ + -0.7589582204818726 + ], + "logprob_reward": -0.6339582204818726, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6339582204818726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4238627851009369, + 0.08612728118896484, + 0.09267227351665497, + 0.0676402896642685, + 0.13925501704216003, + 0.06413169205188751, + 0.05806596204638481, + 0.023069161921739578, + 0.027614610269665718, + 0.017560936510562897 + ], + "top_frames": [ + 0, + 4, + 2 + ], + "selected_reward": -0.6339582204818726 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014212694019079208 + ], + "opposite_logprob_tokens": [ + -4.264212608337402 + ], + "logprob_reward": -0.014212694019079208, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014212694019079208, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27741172909736633, + 0.03361492231488228, + 0.13165993988513947, + 0.35462549328804016, + 0.10096615552902222, + 0.030811062082648277, + 0.027249617502093315, + 0.013606204651296139, + 0.0224335715174675, + 0.007621236145496368 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.014212694019079208 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058090642094612 + ], + "opposite_logprob_tokens": [ + -3.895581007003784 + ], + "logprob_reward": -0.02058090642094612, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058090642094612, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5142540335655212, + 0.033959731459617615, + 0.04621974378824234, + 0.3100028336048126, + 0.016387589275836945, + 0.023828336969017982, + 0.03241312503814697, + 0.011164548806846142, + 0.00509892450645566, + 0.006671183742582798 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.02058090642094612 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005253676325082779 + ], + "opposite_logprob_tokens": [ + -5.255253791809082 + ], + "logprob_reward": -0.005253676325082779, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005253676325082779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6605059504508972, + 0.04386546462774277, + 0.03541332855820656, + 0.0835355669260025, + 0.04921208694577217, + 0.04179289564490318, + 0.04359542950987816, + 0.011564288288354874, + 0.012641679495573044, + 0.017873309552669525 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.005253676325082779 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631422184407711 + ], + "opposite_logprob_tokens": [ + -4.758631229400635 + ], + "logprob_reward": -0.008631422184407711, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631422184407711, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.700916588306427, + 0.019203685224056244, + 0.04366222023963928, + 0.13253448903560638, + 0.07071870565414429, + 0.009351185522973537, + 0.0072241476736962795, + 0.005956999026238918, + 0.0056388298980891705, + 0.004793139640241861 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.008631422184407711 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This static, perfectly centered medium close-up, animated in a nostalgic Studio Ghibli-inspired style, immerses the viewer in a moment of gentle wonder. The focal point is a lush, flourishing vine of lilac, its twisting, woody stems adorned with dense clusters of vibrant, trumpet-shaped flowers. Each blossom radiates a saturated, rich red, its delicate petals subtly textured, while the deep green, oval leaves possess a soft, hand-painted quality. A gentle mountain breeze blows almost silently through the scene, trembling leaves and causing flower heads to dance in a soft, graceful rhythm. Warm, dappled sunlight filters from above, casting a shifting mosaic of bright, golden light and soft shadows on the flowers and foliage, intensifying the tranquil motion. The background is a beautifully rendered, soft-focus painting of rolling green hills meeting a vast, azure sky, creating a rich color palette and an overwhelming atmosphere of peaceful, warm nostalgia.", + "seed": 7559, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_11/index_7913_seed_7559_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.15987944975495338, + "vlm_logprob": -0.15987944975495338, + "vlm_yes_no_margin": 3.2250000119209288, + "vlm_token_credit": -0.15987944975495338, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.388594388961792 + ], + "opposite_logprob_tokens": [ + -1.138594388961792 + ], + "logprob_reward": -0.388594388961792, + "yes_no_margin_reward": 0.75, + "token_credit_reward": -0.388594388961792, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10479119420051575, + 0.02826615981757641, + 0.023147176951169968, + 0.07486701011657715, + 0.08659419417381287, + 0.43458738923072815, + 0.1022767573595047, + 0.05400973558425903, + 0.052876509726047516, + 0.03858380764722824 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.388594388961792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092779226601124 + ], + "opposite_logprob_tokens": [ + -4.511092662811279 + ], + "logprob_reward": -0.011092779226601124, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092779226601124, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08672050386667252, + 0.06120184436440468, + 0.02189740724861622, + 0.03634701296687126, + 0.08896304666996002, + 0.2979681193828583, + 0.25305983424186707, + 0.0871061235666275, + 0.035847004503011703, + 0.030889060348272324 + ], + "top_frames": [ + 5, + 6, + 4 + ], + "selected_reward": -0.011092779226601124 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.38702744245529175 + ], + "opposite_logprob_tokens": [ + -1.1370275020599365 + ], + "logprob_reward": -0.38702744245529175, + "yes_no_margin_reward": 0.7500000596046448, + "token_credit_reward": -0.38702744245529175, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06153733655810356, + 0.024218527600169182, + 0.03454035148024559, + 0.019816650077700615, + 0.032566048204898834, + 0.19351869821548462, + 0.14908862113952637, + 0.3525565564632416, + 0.020696500316262245, + 0.11146064102649689 + ], + "top_frames": [ + 7, + 5, + 6 + ], + "selected_reward": -0.38702744245529175 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005951540544629097 + ], + "opposite_logprob_tokens": [ + -5.130951404571533 + ], + "logprob_reward": -0.005951540544629097, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005951540544629097, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09568586945533752, + 0.023540545254945755, + 0.03026638738811016, + 0.03346535935997963, + 0.041994884610176086, + 0.1299734264612198, + 0.17799045145511627, + 0.30414140224456787, + 0.044249095022678375, + 0.1186925396323204 + ], + "top_frames": [ + 7, + 6, + 5 + ], + "selected_reward": -0.005951540544629097 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, perfectly centered medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style animated in a nostalgic Studio Ghibli-inspired style?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the focal point a lush vine of lilac with twisting woody stems and dense clusters of vibrant red trumpet-shaped flowers?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the leaves deep green and oval with a soft, hand-painted quality?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the background a soft-focus painting of rolling green hills meeting a vast azure sky?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731097586452961 + ], + "opposite_logprob_tokens": [ + -5.006731033325195 + ], + "logprob_reward": -0.006731097586452961, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731097586452961, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13145717978477478, + 0.05669032037258148, + 0.03905319422483444, + 0.02045588754117489, + 0.09049943089485168, + 0.16410808265209198, + 0.09089875966310501, + 0.24437950551509857, + 0.037406206130981445, + 0.12505146861076355 + ], + "top_frames": [ + 7, + 5, + 0 + ], + "selected_reward": -0.006731097586452961 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_12/index_tensor([6098, 6098])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_12/index_tensor([6098, 6098])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..6f3ba22e937281aa34c6fc6ba42a3ce3004881d7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_12/index_tensor([6098, 6098])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "This extreme close-up, filmed in ultra-high-definition slow motion, focuses on a single, spiky, spherical seed pod in a London plane tree, its brown-green surface shimmering against the blurred backdrop of a futuristic cityscape at night. The camera remains still as the pod delicately cracks, its solid exterior splitting open to reveal the tightly packed fuzz within. In a silent and graceful explosion, a dense cloud of white, downy seeds erupts outward. As the seeds are released, the camera slowly pulls back and pans, following their journey as they drift and swirl on humid air currents. They float over the vast, canyon-like streets of the metropolis, where towering skyscrapers of black glass and polished chrome reflect the dampness of the rain-soaked pavement below. Each seed is a tiny, ethereal parachute, capturing and refracting the vibrant, shifting light from giant, translucent holographic advertisements and pulsating neon signs. One seed shimmers with an electric blue glow, another a deep burgundy, creating a dazzling, swirling multicolored sparkle against the dark, impersonal backdrop of the buildings. The entire spectacle is rendered with photorealistic clarity, creating a serene, magical, and visually stunning atmosphere that beautifully contrasts the organic, natural seeds with the high-tech, artificial surroundings.", + "seed": 10673, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_12/index_6098_seed_10673_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.008704456756822765, + "vlm_logprob": -0.008704456756822765, + "vlm_yes_no_margin": 5.3, + "vlm_token_credit": -0.008704456756822765, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0029169651679694653 + ], + "opposite_logprob_tokens": [ + -6.1279168128967285 + ], + "logprob_reward": -0.0029169651679694653, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0029169651679694653, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.163568913936615, + 0.038185857236385345, + 0.08687397092580795, + 0.04659431800246239, + 0.01800966076552868, + 0.4559694230556488, + 0.03307516127824783, + 0.07141181826591492, + 0.021470043808221817, + 0.06484078615903854 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.0029169651679694653 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004105473402887583 + ], + "opposite_logprob_tokens": [ + -5.504105567932129 + ], + "logprob_reward": -0.004105473402887583, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004105473402887583, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24147625267505646, + 0.16779115796089172, + 0.14784224331378937, + 0.12905102968215942, + 0.026588767766952515, + 0.07380882650613785, + 0.042054541409015656, + 0.07503128796815872, + 0.03858539089560509, + 0.05777046084403992 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.004105473402887583 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001515431678853929 + ], + "opposite_logprob_tokens": [ + -6.5015153884887695 + ], + "logprob_reward": -0.001515431678853929, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.001515431678853929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17282894253730774, + 0.040502727031707764, + 0.06009061634540558, + 0.12678541243076324, + 0.06291980296373367, + 0.2805766761302948, + 0.050466861575841904, + 0.08859775960445404, + 0.042335692793130875, + 0.07489550858736038 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.001515431678853929 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342827826738358 + ], + "opposite_logprob_tokens": [ + -3.6513428688049316 + ], + "logprob_reward": -0.026342827826738358, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342827826738358, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03620181977748871, + 0.05750304087996483, + 0.03541136160492897, + 0.1151539608836174, + 0.0303255133330822, + 0.579734742641449, + 0.06280183047056198, + 0.0486210398375988, + 0.012525497004389763, + 0.02172124572098255 + ], + "top_frames": [ + 5, + 3, + 6 + ], + "selected_reward": -0.026342827826738358 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864158570766449 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.00864158570766449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864158570766449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07510286569595337, + 0.09484393894672394, + 0.0587746798992157, + 0.05444705858826637, + 0.028441296890378, + 0.38634923100471497, + 0.03856571763753891, + 0.05113932490348816, + 0.1180090457201004, + 0.09432687610387802 + ], + "top_frames": [ + 5, + 8, + 1 + ], + "selected_reward": -0.00864158570766449 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extreme close-up, filmed in ultra-high-definition slow motion, focuses on a single, spiky, spherical seed pod in a London plane tree, its brown-green surface shimmering against the blurred backdrop of a futuristic cityscape at night. The camera remains still as the pod delicately cracks, its solid exterior splitting open to reveal the tightly packed fuzz within. In a silent and graceful explosion, a dense cloud of white, downy seeds erupts outward. As the seeds are released, the camera slowly pulls back and pans, following their journey as they drift and swirl on humid air currents. They float over the vast, canyon-like streets of the metropolis, where towering skyscrapers of black glass and polished chrome reflect the dampness of the rain-soaked pavement below. Each seed is a tiny, ethereal parachute, capturing and refracting the vibrant, shifting light from giant, translucent holographic advertisements and pulsating neon signs. One seed shimmers with an electric blue glow, another a deep burgundy, creating a dazzling, swirling multicolored sparkle against the dark, impersonal backdrop of the buildings. The entire spectacle is rendered with photorealistic clarity, creating a serene, magical, and visually stunning atmosphere that beautifully contrasts the organic, natural seeds with the high-tech, artificial surroundings.", + "seed": 10674, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_12/index_6098_seed_10674_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.015333010954782367, + "vlm_logprob": -0.015333010954782367, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.015333010954782367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003259229240939021 + ], + "opposite_logprob_tokens": [ + -5.878259181976318 + ], + "logprob_reward": -0.003259229240939021, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.003259229240939021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08364444226026535, + 0.04189439117908478, + 0.08535376936197281, + 0.127902552485466, + 0.043238017708063126, + 0.4224817454814911, + 0.0701594427227974, + 0.0493612214922905, + 0.02687269262969494, + 0.04909174144268036 + ], + "top_frames": [ + 5, + 3, + 2 + ], + "selected_reward": -0.003259229240939021 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016077518463134766 + ], + "opposite_logprob_tokens": [ + -4.141077518463135 + ], + "logprob_reward": -0.016077518463134766, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016077518463134766, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07015644013881683, + 0.08875689655542374, + 0.19125685095787048, + 0.0926608145236969, + 0.049276404082775116, + 0.3185606598854065, + 0.09619597345590591, + 0.027863353490829468, + 0.02063925564289093, + 0.04463335871696472 + ], + "top_frames": [ + 5, + 2, + 6 + ], + "selected_reward": -0.016077518463134766 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010437285527586937 + ], + "opposite_logprob_tokens": [ + -6.876043796539307 + ], + "logprob_reward": -0.0010437285527586937, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010437285527586937, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08791973441839218, + 0.052858296781778336, + 0.1479674130678177, + 0.023120250552892685, + 0.06163062900304794, + 0.14084483683109283, + 0.22482004761695862, + 0.05890649929642677, + 0.09158910065889359, + 0.11034319549798965 + ], + "top_frames": [ + 6, + 2, + 5 + ], + "selected_reward": -0.0010437285527586937 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185900524258614 + ], + "opposite_logprob_tokens": [ + -4.018186092376709 + ], + "logprob_reward": -0.018185900524258614, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018185900524258614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07677379250526428, + 0.0732712596654892, + 0.07738683372735977, + 0.17120471596717834, + 0.05393807962536812, + 0.1919572353363037, + 0.0948917418718338, + 0.09043872356414795, + 0.10073809325695038, + 0.06939954310655594 + ], + "top_frames": [ + 5, + 3, + 8 + ], + "selected_reward": -0.018185900524258614 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809867799282074 + ], + "opposite_logprob_tokens": [ + -3.2880985736846924 + ], + "logprob_reward": -0.03809867799282074, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809867799282074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.050811052322387695, + 0.045383188873529434, + 0.06178681179881096, + 0.12625542283058167, + 0.04107900336384773, + 0.04654427617788315, + 0.15349771082401276, + 0.11522310227155685, + 0.15304937958717346, + 0.20637007057666779 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.03809867799282074 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extreme close-up, filmed in ultra-high-definition slow motion, focuses on a single, spiky, spherical seed pod in a London plane tree, its brown-green surface shimmering against the blurred backdrop of a futuristic cityscape at night. The camera remains still as the pod delicately cracks, its solid exterior splitting open to reveal the tightly packed fuzz within. In a silent and graceful explosion, a dense cloud of white, downy seeds erupts outward. As the seeds are released, the camera slowly pulls back and pans, following their journey as they drift and swirl on humid air currents. They float over the vast, canyon-like streets of the metropolis, where towering skyscrapers of black glass and polished chrome reflect the dampness of the rain-soaked pavement below. Each seed is a tiny, ethereal parachute, capturing and refracting the vibrant, shifting light from giant, translucent holographic advertisements and pulsating neon signs. One seed shimmers with an electric blue glow, another a deep burgundy, creating a dazzling, swirling multicolored sparkle against the dark, impersonal backdrop of the buildings. The entire spectacle is rendered with photorealistic clarity, creating a serene, magical, and visually stunning atmosphere that beautifully contrasts the organic, natural seeds with the high-tech, artificial surroundings.", + "seed": 10675, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_12/index_6098_seed_10675_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.013221924472600222, + "vlm_logprob": -0.013221924472600222, + "vlm_yes_no_margin": 4.9, + "vlm_token_credit": -0.013221924472600222, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022116266191005707 + ], + "opposite_logprob_tokens": [ + -6.377211570739746 + ], + "logprob_reward": -0.0022116266191005707, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0022116266191005707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24755603075027466, + 0.11815986782312393, + 0.1962772011756897, + 0.17703568935394287, + 0.036095112562179565, + 0.03747624531388283, + 0.032296549528837204, + 0.06020601838827133, + 0.047942742705345154, + 0.04695458710193634 + ], + "top_frames": [ + 0, + 2, + 3 + ], + "selected_reward": -0.0022116266191005707 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01255148183554411 + ], + "opposite_logprob_tokens": [ + -4.387551307678223 + ], + "logprob_reward": -0.01255148183554411, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.01255148183554411, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.185293510556221, + 0.24541129171848297, + 0.10374743491411209, + 0.2935599386692047, + 0.024761296808719635, + 0.01615326851606369, + 0.019732210785150528, + 0.03866679221391678, + 0.042782749980688095, + 0.02989150770008564 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.01255148183554411 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.001715261023491621 + ], + "opposite_logprob_tokens": [ + -6.376715183258057 + ], + "logprob_reward": -0.001715261023491621, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.001715261023491621, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10249611735343933, + 0.16136491298675537, + 0.12294979393482208, + 0.08033577352762222, + 0.11265606433153152, + 0.0959576740860939, + 0.0439433790743351, + 0.19046123325824738, + 0.04820239916443825, + 0.04163267835974693 + ], + "top_frames": [ + 7, + 1, + 2 + ], + "selected_reward": -0.001715261023491621 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328900620341301 + ], + "opposite_logprob_tokens": [ + -3.7732889652252197 + ], + "logprob_reward": -0.02328900620341301, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328900620341301, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20303975045681, + 0.06898384541273117, + 0.13579992949962616, + 0.12836091220378876, + 0.0996101126074791, + 0.07204911857843399, + 0.041069429367780685, + 0.17897936701774597, + 0.02779802307486534, + 0.04430947080254555 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.02328900620341301 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026342246681451797 + ], + "opposite_logprob_tokens": [ + -3.6513421535491943 + ], + "logprob_reward": -0.026342246681451797, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026342246681451797, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2036784589290619, + 0.13983650505542755, + 0.07386044412851334, + 0.12019814550876617, + 0.026130588725209236, + 0.059675779193639755, + 0.07629173994064331, + 0.18097899854183197, + 0.07534074783325195, + 0.04400863125920296 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.026342246681451797 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "This extreme close-up, filmed in ultra-high-definition slow motion, focuses on a single, spiky, spherical seed pod in a London plane tree, its brown-green surface shimmering against the blurred backdrop of a futuristic cityscape at night. The camera remains still as the pod delicately cracks, its solid exterior splitting open to reveal the tightly packed fuzz within. In a silent and graceful explosion, a dense cloud of white, downy seeds erupts outward. As the seeds are released, the camera slowly pulls back and pans, following their journey as they drift and swirl on humid air currents. They float over the vast, canyon-like streets of the metropolis, where towering skyscrapers of black glass and polished chrome reflect the dampness of the rain-soaked pavement below. Each seed is a tiny, ethereal parachute, capturing and refracting the vibrant, shifting light from giant, translucent holographic advertisements and pulsating neon signs. One seed shimmers with an electric blue glow, another a deep burgundy, creating a dazzling, swirling multicolored sparkle against the dark, impersonal backdrop of the buildings. The entire spectacle is rendered with photorealistic clarity, creating a serene, magical, and visually stunning atmosphere that beautifully contrasts the organic, natural seeds with the high-tech, artificial surroundings.", + "seed": 10676, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_12/index_6098_seed_10676_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013265754445455968, + "vlm_logprob": -0.013265754445455968, + "vlm_yes_no_margin": 4.825, + "vlm_token_credit": -0.013265754445455968, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003960030153393745 + ], + "opposite_logprob_tokens": [ + -5.628960132598877 + ], + "logprob_reward": -0.003960030153393745, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003960030153393745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1483217179775238, + 0.11143143475055695, + 0.04929523915052414, + 0.03939707577228546, + 0.2363068014383316, + 0.030333323404192924, + 0.08685670047998428, + 0.12090657651424408, + 0.08752279728651047, + 0.08962834626436234 + ], + "top_frames": [ + 4, + 0, + 7 + ], + "selected_reward": -0.003960030153393745 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011082876473665237 + ], + "opposite_logprob_tokens": [ + -4.511082649230957 + ], + "logprob_reward": -0.011082876473665237, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011082876473665237, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12416195869445801, + 0.10383386164903641, + 0.12023875117301941, + 0.0865650400519371, + 0.20993460714817047, + 0.11455115675926208, + 0.0754278302192688, + 0.06857616454362869, + 0.048768509179353714, + 0.04794209077954292 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.011082876473665237 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015151937259361148 + ], + "opposite_logprob_tokens": [ + -6.5015153884887695 + ], + "logprob_reward": -0.0015151937259361148, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015151937259361148, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0757468044757843, + 0.06032683327794075, + 0.0598236583173275, + 0.0662311390042305, + 0.27347663044929504, + 0.1769992709159851, + 0.06773177534341812, + 0.05852818116545677, + 0.11804412305355072, + 0.043091606348752975 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.0015151937259361148 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369913622736931 + ], + "opposite_logprob_tokens": [ + -3.4086990356445312 + ], + "logprob_reward": -0.03369913622736931, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369913622736931, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09965359419584274, + 0.036130841821432114, + 0.037562619894742966, + 0.04120276868343353, + 0.046473126858472824, + 0.04587092995643616, + 0.11763295531272888, + 0.1814548522233963, + 0.312978059053421, + 0.08104022592306137 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.03369913622736931 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a single, spiky, spherical seed pod with a brown-green surface?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the seed pod crack open to reveal tightly packed fuzz inside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does a dense cloud of white, downy seeds erupt from the pod in an explosion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the camera start with an extreme close-up and then slowly pull back and pan?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are some of the seeds shown with distinct colors like electric blue or deep burgundy?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016071535646915436 + ], + "opposite_logprob_tokens": [ + -4.141071319580078 + ], + "logprob_reward": -0.016071535646915436, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016071535646915436, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04920904338359833, + 0.02431655116379261, + 0.05811795964837074, + 0.04403052479028702, + 0.1195666566491127, + 0.06455475091934204, + 0.16457858681678772, + 0.11633235961198807, + 0.1396067589521408, + 0.2196868360042572 + ], + "top_frames": [ + 9, + 6, + 8 + ], + "selected_reward": -0.016071535646915436 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_3/index_tensor([1252, 1252])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_3/index_tensor([1252, 1252])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8a127f71d5e886eeb20b22d90d8d967a6a254171 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_3/index_tensor([1252, 1252])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "tightly composed, static, close-up shot captures a tranquil moment from the side of an expectant mother, nestled sideways against a large, light gray, C-shaped maternity pillow, her body gently cradles and supports. She wears a loose, off-white cotton nightgown, her long, dark brown hair caressed casually across the pillow. A contented, serene smile graces her face, her eyes lightly closed. A beam of warm afternoon sunlight streams in from outside the frame, filtering through the window and casting soft highlights on the curves of her exposed shoulders, arms, and abdomen, creating a warm, shimmering light on the pillow. One of her long, slender fingers gently strokes her swollen belly in a slow, steady, and loving rhythm. The lens's precise focus allows the pillow's fine velvet texture to be clearly seen, each tiny fiber seeming palpable. A slightly out-of-focus corner of the bedroom is visible in the background. The scene is imbued with tranquility, anticipation, and maternal tenderness, creating an intimate atmosphere imbued with a sense of nostalgic authenticity.", + "seed": 26748, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_3/index_1252_seed_26748_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.046218202263116834, + "vlm_logprob": -0.046218202263116834, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.046218202263116834, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04762379825115204 + ], + "opposite_logprob_tokens": [ + -3.172623872756958 + ], + "logprob_reward": -0.04762379825115204, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04762379825115204, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07001806050539017, + 0.06462326645851135, + 0.1751362681388855, + 0.06726980954408646, + 0.5007392168045044, + 0.036218345165252686, + 0.023168111220002174, + 0.018073314800858498, + 0.014678987674415112, + 0.03007461316883564 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.04762379825115204 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006382942199707 + ], + "opposite_logprob_tokens": [ + -2.695063829421997 + ], + "logprob_reward": -0.07006382942199707, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006382942199707, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10928328335285187, + 0.09596589207649231, + 0.07753029465675354, + 0.03418024629354477, + 0.36726638674736023, + 0.06873875111341476, + 0.050478819757699966, + 0.04152924567461014, + 0.060257915407419205, + 0.09476921707391739 + ], + "top_frames": [ + 4, + 0, + 1 + ], + "selected_reward": -0.07006382942199707 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009786956012248993 + ], + "opposite_logprob_tokens": [ + -4.634787082672119 + ], + "logprob_reward": -0.009786956012248993, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009786956012248993, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12511448562145233, + 0.10273159295320511, + 0.15674693882465363, + 0.08178681135177612, + 0.32122910022735596, + 0.07477269321680069, + 0.023123810067772865, + 0.021731335669755936, + 0.03427831083536148, + 0.05848494917154312 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.009786956012248993 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04865795746445656 + ], + "opposite_logprob_tokens": [ + -3.0486578941345215 + ], + "logprob_reward": -0.04865795746445656, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04865795746445656, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09349564462900162, + 0.09710276126861572, + 0.060053303837776184, + 0.052421651780605316, + 0.3155837953090668, + 0.07032907009124756, + 0.04237157851457596, + 0.06575977057218552, + 0.15958604216575623, + 0.04329641908407211 + ], + "top_frames": [ + 4, + 8, + 1 + ], + "selected_reward": -0.04865795746445656 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495847016572952 + ], + "opposite_logprob_tokens": [ + -2.9299585819244385 + ], + "logprob_reward": -0.05495847016572952, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495847016572952, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.054437894374132156, + 0.04479074105620384, + 0.045835066586732864, + 0.06867235898971558, + 0.2151985764503479, + 0.12023123353719711, + 0.020006008446216583, + 0.030823271721601486, + 0.03530540689826012, + 0.3646993935108185 + ], + "top_frames": [ + 9, + 4, + 5 + ], + "selected_reward": -0.05495847016572952 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly composed, static, close-up shot captures a tranquil moment from the side of an expectant mother, nestled sideways against a large, light gray, C-shaped maternity pillow, her body gently cradles and supports. She wears a loose, off-white cotton nightgown, her long, dark brown hair caressed casually across the pillow. A contented, serene smile graces her face, her eyes lightly closed. A beam of warm afternoon sunlight streams in from outside the frame, filtering through the window and casting soft highlights on the curves of her exposed shoulders, arms, and abdomen, creating a warm, shimmering light on the pillow. One of her long, slender fingers gently strokes her swollen belly in a slow, steady, and loving rhythm. The lens's precise focus allows the pillow's fine velvet texture to be clearly seen, each tiny fiber seeming palpable. A slightly out-of-focus corner of the bedroom is visible in the background. The scene is imbued with tranquility, anticipation, and maternal tenderness, creating an intimate atmosphere imbued with a sense of nostalgic authenticity.", + "seed": 26749, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_3/index_1252_seed_26749_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.03911409173160792, + "vlm_logprob": -0.03911409173160792, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.03911409173160792, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03041440062224865 + ], + "opposite_logprob_tokens": [ + -3.655414342880249 + ], + "logprob_reward": -0.03041440062224865, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03041440062224865, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20759470760822296, + 0.2797123193740845, + 0.04380214586853981, + 0.0268461462110281, + 0.06040098890662193, + 0.08263029903173447, + 0.0934712365269661, + 0.05872955173254013, + 0.05789300054311752, + 0.08891953527927399 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.03041440062224865 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020606597885489464 + ], + "opposite_logprob_tokens": [ + -3.895606517791748 + ], + "logprob_reward": -0.020606597885489464, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020606597885489464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10587072372436523, + 0.446243554353714, + 0.04682336747646332, + 0.021264756098389626, + 0.016845332458615303, + 0.02903604879975319, + 0.08709181845188141, + 0.09332837164402008, + 0.07135932892560959, + 0.08213669806718826 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.020606597885489464 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005256284959614277 + ], + "opposite_logprob_tokens": [ + -5.255256175994873 + ], + "logprob_reward": -0.005256284959614277, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005256284959614277, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16895894706249237, + 0.15396538376808167, + 0.13155032694339752, + 0.05824613198637962, + 0.09260436147451401, + 0.12733781337738037, + 0.06974571198225021, + 0.06310877948999405, + 0.06496643275022507, + 0.06951611489057541 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.005256284959614277 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346776634454727 + ], + "opposite_logprob_tokens": [ + -3.6513466835021973 + ], + "logprob_reward": -0.026346776634454727, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346776634454727, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14056362211704254, + 0.06177923455834389, + 0.13908039033412933, + 0.03508387878537178, + 0.07323549687862396, + 0.18695524334907532, + 0.12168291956186295, + 0.05855991691350937, + 0.11528681218624115, + 0.06777247041463852 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.026346776634454727 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294639855623245 + ], + "opposite_logprob_tokens": [ + -2.2379465103149414 + ], + "logprob_reward": -0.11294639855623245, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294639855623245, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2239045351743698, + 0.11933211982250214, + 0.05785882845520973, + 0.0640030950307846, + 0.03517395630478859, + 0.15638230741024017, + 0.06511424481868744, + 0.13250181078910828, + 0.0763511136174202, + 0.06937800347805023 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.11294639855623245 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly composed, static, close-up shot captures a tranquil moment from the side of an expectant mother, nestled sideways against a large, light gray, C-shaped maternity pillow, her body gently cradles and supports. She wears a loose, off-white cotton nightgown, her long, dark brown hair caressed casually across the pillow. A contented, serene smile graces her face, her eyes lightly closed. A beam of warm afternoon sunlight streams in from outside the frame, filtering through the window and casting soft highlights on the curves of her exposed shoulders, arms, and abdomen, creating a warm, shimmering light on the pillow. One of her long, slender fingers gently strokes her swollen belly in a slow, steady, and loving rhythm. The lens's precise focus allows the pillow's fine velvet texture to be clearly seen, each tiny fiber seeming palpable. A slightly out-of-focus corner of the bedroom is visible in the background. The scene is imbued with tranquility, anticipation, and maternal tenderness, creating an intimate atmosphere imbued with a sense of nostalgic authenticity.", + "seed": 26750, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_3/index_1252_seed_26750_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.06059670988470316, + "vlm_logprob": -0.06059670988470316, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.06059670988470316, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08292930573225021 + ], + "opposite_logprob_tokens": [ + -2.5829293727874756 + ], + "logprob_reward": -0.08292930573225021, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.08292930573225021, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11352681368589401, + 0.4687807559967041, + 0.033396292477846146, + 0.023515284061431885, + 0.025715909898281097, + 0.01826084591448307, + 0.0238056443631649, + 0.03245822340250015, + 0.1398625671863556, + 0.12067761272192001 + ], + "top_frames": [ + 1, + 8, + 9 + ], + "selected_reward": -0.08292930573225021 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07006927579641342 + ], + "opposite_logprob_tokens": [ + -2.6950693130493164 + ], + "logprob_reward": -0.07006927579641342, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07006927579641342, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13140538334846497, + 0.5434836149215698, + 0.04553062841296196, + 0.02339056134223938, + 0.01220523752272129, + 0.011150656268000603, + 0.06814734637737274, + 0.01476956531405449, + 0.04201849550008774, + 0.10789850354194641 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.07006927579641342 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595793966203928 + ], + "opposite_logprob_tokens": [ + -5.130958080291748 + ], + "logprob_reward": -0.00595793966203928, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595793966203928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09701832383871078, + 0.3436826467514038, + 0.04536185413599014, + 0.020198563113808632, + 0.03386107459664345, + 0.018860436975955963, + 0.04566480964422226, + 0.019846059381961823, + 0.08403783291578293, + 0.29146838188171387 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.00595793966203928 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054964225739240646 + ], + "opposite_logprob_tokens": [ + -2.929964303970337 + ], + "logprob_reward": -0.054964225739240646, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054964225739240646, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07672856748104095, + 0.27871474623680115, + 0.01985352858901024, + 0.03015979565680027, + 0.06402824074029922, + 0.04847215861082077, + 0.06435048580169678, + 0.2824774980545044, + 0.06945779174566269, + 0.06575725972652435 + ], + "top_frames": [ + 7, + 1, + 0 + ], + "selected_reward": -0.054964225739240646 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906280249357224 + ], + "opposite_logprob_tokens": [ + -2.4640626907348633 + ], + "logprob_reward": -0.08906280249357224, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906280249357224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07285492867231369, + 0.2657267451286316, + 0.21107099950313568, + 0.09216993302106857, + 0.07354127615690231, + 0.05245504900813103, + 0.030435966327786446, + 0.043528538197278976, + 0.05362098291516304, + 0.10459551960229874 + ], + "top_frames": [ + 1, + 2, + 9 + ], + "selected_reward": -0.08906280249357224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "tightly composed, static, close-up shot captures a tranquil moment from the side of an expectant mother, nestled sideways against a large, light gray, C-shaped maternity pillow, her body gently cradles and supports. She wears a loose, off-white cotton nightgown, her long, dark brown hair caressed casually across the pillow. A contented, serene smile graces her face, her eyes lightly closed. A beam of warm afternoon sunlight streams in from outside the frame, filtering through the window and casting soft highlights on the curves of her exposed shoulders, arms, and abdomen, creating a warm, shimmering light on the pillow. One of her long, slender fingers gently strokes her swollen belly in a slow, steady, and loving rhythm. The lens's precise focus allows the pillow's fine velvet texture to be clearly seen, each tiny fiber seeming palpable. A slightly out-of-focus corner of the bedroom is visible in the background. The scene is imbued with tranquility, anticipation, and maternal tenderness, creating an intimate atmosphere imbued with a sense of nostalgic authenticity.", + "seed": 26751, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_3/index_1252_seed_26751_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.05361886592581868, + "vlm_logprob": -0.05361886592581868, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.05361886592581868, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03836670517921448 + ], + "opposite_logprob_tokens": [ + -3.5383667945861816 + ], + "logprob_reward": -0.03836670517921448, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.03836670517921448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11917444318532944, + 0.06805925071239471, + 0.0327569916844368, + 0.031062006950378418, + 0.023408031091094017, + 0.15057510137557983, + 0.023938072845339775, + 0.018191559240221977, + 0.319040447473526, + 0.2137940526008606 + ], + "top_frames": [ + 8, + 9, + 5 + ], + "selected_reward": -0.03836670517921448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0700458213686943 + ], + "opposite_logprob_tokens": [ + -2.6950457096099854 + ], + "logprob_reward": -0.0700458213686943, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.0700458213686943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1648932546377182, + 0.06670404970645905, + 0.04711155965924263, + 0.026570999994874, + 0.015884647145867348, + 0.04226357117295265, + 0.04029464349150658, + 0.1459074169397354, + 0.18897315859794617, + 0.26139673590660095 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0700458213686943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028232974000275135 + ], + "opposite_logprob_tokens": [ + -5.877823352813721 + ], + "logprob_reward": -0.0028232974000275135, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028232974000275135, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11819476634263992, + 0.07115674763917923, + 0.024038562551140785, + 0.024058759212493896, + 0.04885916784405708, + 0.055668365210294724, + 0.027380360290408134, + 0.02113843522965908, + 0.1650276780128479, + 0.4444771409034729 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.0028232974000275135 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029803412035107613 + ], + "opposite_logprob_tokens": [ + -3.529803514480591 + ], + "logprob_reward": -0.029803412035107613, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029803412035107613, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18264588713645935, + 0.07387851923704147, + 0.03851044178009033, + 0.04824105650186539, + 0.14774493873119354, + 0.06920255720615387, + 0.024051500484347343, + 0.051109716296195984, + 0.08013039827346802, + 0.28448495268821716 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.029803412035107613 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a tightly composed, static, close-up view of a woman?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a loose, off-white cotton nightgown?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the woman nestled sideways against a large, light gray, C-shaped maternity pillow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is one of the woman's fingers gently stroking her swollen belly in a slow, steady rhythm?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is a beam of warm sunlight visible streaming in from outside the frame and casting highlights on her shoulders and abdomen?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270550936460495 + ], + "opposite_logprob_tokens": [ + -2.1270551681518555 + ], + "logprob_reward": -0.1270550936460495, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270550936460495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11645439267158508, + 0.04596621170639992, + 0.048619288951158524, + 0.01611354574561119, + 0.03181703761219978, + 0.04839073121547699, + 0.031359024345874786, + 0.02353636920452118, + 0.3764488697052002, + 0.26129454374313354 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.1270550936460495 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_4/index_tensor([531, 531])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_4/index_tensor([531, 531])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..210dd11aefe19f9560c52e00899b88ca7c41dab8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_4/index_tensor([531, 531])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, high-angle, extreme close-up immerses the viewer in the world of a personal sukiyaki pot, rendered in Studio Ghibli's signature hand-drawn aesthetic. A dark, matte-textured cast iron pot sits at the center of the frame, its contents gently simmering. A rich amber broth bubbles, its surface shimmering with tiny droplets of fat under soft, warm, directional lighting. Wisps of translucent white vapor curl and dance gracefully upward, temporarily obscuring the treasure within. Paper-thin slices of wagyu beef, their rosy-pink flesh interwoven with intricate white marbling, slowly float in the warm liquid, their edges curling slightly from the heat. Nestled among the beef are fresh vegetables, each brimming with soft, illustrative qualities: vibrant green stalks of shallots, plump shiitake mushrooms with delicately scored tops, and tender leaves of napa cabbage. The tight frame, combined with the steady, gentle bubbling of the broth, creates an atmosphere of tranquility, focus, and deep comfort, making every ingredient seem incredibly fresh and indescribably delicious, capturing the profound and nostalgic joy of a perfect meal.", + "seed": 18131, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_4/index_531_seed_18131_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.06368210352957249, + "vlm_logprob": -0.06368210352957249, + "vlm_yes_no_margin": 3.675, + "vlm_token_credit": -0.06368210352957249, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016164086759090424 + ], + "opposite_logprob_tokens": [ + -4.391164302825928 + ], + "logprob_reward": -0.016164086759090424, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.016164086759090424, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10348857939243317, + 0.04479207098484039, + 0.12610214948654175, + 0.055241260677576065, + 0.02258153073489666, + 0.08297837525606155, + 0.05495499074459076, + 0.025990938767790794, + 0.4316389262676239, + 0.05223117023706436 + ], + "top_frames": [ + 8, + 2, + 0 + ], + "selected_reward": -0.016164086759090424 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062071699649095535 + ], + "opposite_logprob_tokens": [ + -2.8120718002319336 + ], + "logprob_reward": -0.062071699649095535, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062071699649095535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1845330446958542, + 0.04820159077644348, + 0.1400984823703766, + 0.015418210066854954, + 0.02271154150366783, + 0.07012907415628433, + 0.03276222571730614, + 0.022274047136306763, + 0.1825944483280182, + 0.2812773287296295 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.062071699649095535 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22557580471038818 + ], + "opposite_logprob_tokens": [ + -1.6005758047103882 + ], + "logprob_reward": -0.22557580471038818, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22557580471038818, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3238975405693054, + 0.18090243637561798, + 0.0351797416806221, + 0.07874998450279236, + 0.03722531348466873, + 0.03013545460999012, + 0.07350604236125946, + 0.06079420447349548, + 0.12522472441196442, + 0.054384466260671616 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.22557580471038818 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643949404358864 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008643949404358864, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643949404358864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2343287169933319, + 0.09199914336204529, + 0.162478968501091, + 0.09623349457979202, + 0.05139034613966942, + 0.02708478458225727, + 0.14947175979614258, + 0.0740615725517273, + 0.06119503080844879, + 0.05175620689988136 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.008643949404358864 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005954977124929428 + ], + "opposite_logprob_tokens": [ + -5.130954742431641 + ], + "logprob_reward": -0.005954977124929428, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005954977124929428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09258176386356354, + 0.17492978274822235, + 0.1262878030538559, + 0.10459325462579727, + 0.046368688344955444, + 0.05890838801860809, + 0.13213418424129486, + 0.05976046994328499, + 0.09563763439655304, + 0.10879802703857422 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.005954977124929428 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, extreme close-up immerses the viewer in the world of a personal sukiyaki pot, rendered in Studio Ghibli's signature hand-drawn aesthetic. A dark, matte-textured cast iron pot sits at the center of the frame, its contents gently simmering. A rich amber broth bubbles, its surface shimmering with tiny droplets of fat under soft, warm, directional lighting. Wisps of translucent white vapor curl and dance gracefully upward, temporarily obscuring the treasure within. Paper-thin slices of wagyu beef, their rosy-pink flesh interwoven with intricate white marbling, slowly float in the warm liquid, their edges curling slightly from the heat. Nestled among the beef are fresh vegetables, each brimming with soft, illustrative qualities: vibrant green stalks of shallots, plump shiitake mushrooms with delicately scored tops, and tender leaves of napa cabbage. The tight frame, combined with the steady, gentle bubbling of the broth, creates an atmosphere of tranquility, focus, and deep comfort, making every ingredient seem incredibly fresh and indescribably delicious, capturing the profound and nostalgic joy of a perfect meal.", + "seed": 18132, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_4/index_531_seed_18132_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.14278835691511632, + "vlm_logprob": -0.14278835691511632, + "vlm_yes_no_margin": 2.550000023841858, + "vlm_token_credit": -0.14278835691511632, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10132719576358795 + ], + "opposite_logprob_tokens": [ + -2.3513271808624268 + ], + "logprob_reward": -0.10132719576358795, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10132719576358795, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5493906736373901, + 0.04663722589612007, + 0.014287442900240421, + 0.04619044438004494, + 0.06636319309473038, + 0.024236170575022697, + 0.18335120379924774, + 0.04291466623544693, + 0.017563924193382263, + 0.009064940735697746 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.10132719576358795 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289199113845825 + ], + "opposite_logprob_tokens": [ + -1.0539199113845825 + ], + "logprob_reward": -0.4289199113845825, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289199113845825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33700764179229736, + 0.11293474584817886, + 0.02892991155385971, + 0.06784116476774216, + 0.1347716897726059, + 0.024060873314738274, + 0.16053897142410278, + 0.08586111664772034, + 0.026929734274744987, + 0.021124161779880524 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.4289199113845825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14280974864959717 + ], + "opposite_logprob_tokens": [ + -2.0178098678588867 + ], + "logprob_reward": -0.14280974864959717, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14280974864959717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46829381585121155, + 0.04335654899477959, + 0.01934700272977352, + 0.03209332004189491, + 0.10894600301980972, + 0.01878553256392479, + 0.1818428933620453, + 0.0805399939417839, + 0.025630349293351173, + 0.0211645420640707 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.14280974864959717 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011078160256147385 + ], + "opposite_logprob_tokens": [ + -4.511078357696533 + ], + "logprob_reward": -0.011078160256147385, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011078160256147385, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.468782514333725, + 0.050744324922561646, + 0.0208244901150465, + 0.057419318705797195, + 0.08749459683895111, + 0.042285095900297165, + 0.19569745659828186, + 0.041811149567365646, + 0.02317286841571331, + 0.011768180876970291 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.011078160256147385 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029806768521666527 + ], + "opposite_logprob_tokens": [ + -3.5298068523406982 + ], + "logprob_reward": -0.029806768521666527, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029806768521666527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4948653280735016, + 0.04398360475897789, + 0.025411954149603844, + 0.04257079213857651, + 0.069682277739048, + 0.05951014533638954, + 0.1586521863937378, + 0.046866513788700104, + 0.03560899198055267, + 0.0228482224047184 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.029806768521666527 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, extreme close-up immerses the viewer in the world of a personal sukiyaki pot, rendered in Studio Ghibli's signature hand-drawn aesthetic. A dark, matte-textured cast iron pot sits at the center of the frame, its contents gently simmering. A rich amber broth bubbles, its surface shimmering with tiny droplets of fat under soft, warm, directional lighting. Wisps of translucent white vapor curl and dance gracefully upward, temporarily obscuring the treasure within. Paper-thin slices of wagyu beef, their rosy-pink flesh interwoven with intricate white marbling, slowly float in the warm liquid, their edges curling slightly from the heat. Nestled among the beef are fresh vegetables, each brimming with soft, illustrative qualities: vibrant green stalks of shallots, plump shiitake mushrooms with delicately scored tops, and tender leaves of napa cabbage. The tight frame, combined with the steady, gentle bubbling of the broth, creates an atmosphere of tranquility, focus, and deep comfort, making every ingredient seem incredibly fresh and indescribably delicious, capturing the profound and nostalgic joy of a perfect meal.", + "seed": 18133, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_4/index_531_seed_18133_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023523614963050932, + "vlm_logprob": -0.023523614963050932, + "vlm_yes_no_margin": 4.925, + "vlm_token_credit": -0.023523614963050932, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003916452173143625 + ], + "opposite_logprob_tokens": [ + -6.378916263580322 + ], + "logprob_reward": -0.003916452173143625, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.003916452173143625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08192925900220871, + 0.031009377911686897, + 0.048796091228723526, + 0.054415829479694366, + 0.04970003664493561, + 0.6479713916778564, + 0.020433297380805016, + 0.018149809911847115, + 0.027795955538749695, + 0.019798902794718742 + ], + "top_frames": [ + 5, + 0, + 3 + ], + "selected_reward": -0.003916452173143625 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03811807185411453 + ], + "opposite_logprob_tokens": [ + -3.2881181240081787 + ], + "logprob_reward": -0.03811807185411453, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03811807185411453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1878112405538559, + 0.09487440437078476, + 0.054023947566747665, + 0.035717807710170746, + 0.0926256999373436, + 0.3397722542285919, + 0.03622233122587204, + 0.05895908921957016, + 0.08037041872739792, + 0.01962282694876194 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.03811807185411453 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07001981884241104 + ], + "opposite_logprob_tokens": [ + -2.6950197219848633 + ], + "logprob_reward": -0.07001981884241104, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07001981884241104, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.026756489649415016, + 0.01940155401825905, + 0.04360883682966232, + 0.017683357000350952, + 0.07088703662157059, + 0.797870934009552, + 0.004619370214641094, + 0.008556111715734005, + 0.003074425272643566, + 0.007541855331510305 + ], + "top_frames": [ + 5, + 4, + 2 + ], + "selected_reward": -0.07001981884241104 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0009233264136128128 + ], + "opposite_logprob_tokens": [ + -7.000923156738281 + ], + "logprob_reward": -0.0009233264136128128, + "yes_no_margin_reward": 7.0, + "token_credit_reward": -0.0009233264136128128, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07699562609195709, + 0.04027688503265381, + 0.04641369730234146, + 0.02792946808040142, + 0.07393873482942581, + 0.6765705943107605, + 0.01195152010768652, + 0.02050640992820263, + 0.008744234219193459, + 0.016672832891345024 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.0009233264136128128 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004640405531972647 + ], + "opposite_logprob_tokens": [ + -5.379640579223633 + ], + "logprob_reward": -0.004640405531972647, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004640405531972647, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1492312103509903, + 0.058125801384449005, + 0.11478011310100555, + 0.03800268843770027, + 0.10334303975105286, + 0.41351792216300964, + 0.02732931450009346, + 0.023222610354423523, + 0.04296955093741417, + 0.029477782547473907 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.004640405531972647 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, high-angle, extreme close-up immerses the viewer in the world of a personal sukiyaki pot, rendered in Studio Ghibli's signature hand-drawn aesthetic. A dark, matte-textured cast iron pot sits at the center of the frame, its contents gently simmering. A rich amber broth bubbles, its surface shimmering with tiny droplets of fat under soft, warm, directional lighting. Wisps of translucent white vapor curl and dance gracefully upward, temporarily obscuring the treasure within. Paper-thin slices of wagyu beef, their rosy-pink flesh interwoven with intricate white marbling, slowly float in the warm liquid, their edges curling slightly from the heat. Nestled among the beef are fresh vegetables, each brimming with soft, illustrative qualities: vibrant green stalks of shallots, plump shiitake mushrooms with delicately scored tops, and tender leaves of napa cabbage. The tight frame, combined with the steady, gentle bubbling of the broth, creates an atmosphere of tranquility, focus, and deep comfort, making every ingredient seem incredibly fresh and indescribably delicious, capturing the profound and nostalgic joy of a perfect meal.", + "seed": 18134, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_4/index_531_seed_18134_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11706550070084631, + "vlm_logprob": -0.11706550070084631, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.11706550070084631, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011145005002617836 + ], + "opposite_logprob_tokens": [ + -4.761145114898682 + ], + "logprob_reward": -0.011145005002617836, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.011145005002617836, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1311003565788269, + 0.14016598463058472, + 0.06930211931467056, + 0.028022032231092453, + 0.04871199652552605, + 0.03708861768245697, + 0.1910858154296875, + 0.17595139145851135, + 0.10585159808397293, + 0.07272007316350937 + ], + "top_frames": [ + 6, + 7, + 1 + ], + "selected_reward": -0.011145005002617836 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233436822891235 + ], + "opposite_logprob_tokens": [ + -0.8983436822891235 + ], + "logprob_reward": -0.5233436822891235, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233436822891235, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1665119230747223, + 0.10388343036174774, + 0.035163529217243195, + 0.03399995341897011, + 0.06469551473855972, + 0.04812032729387283, + 0.10057999193668365, + 0.2975749969482422, + 0.09360918402671814, + 0.05586109310388565 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.5233436822891235 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029824355617165565 + ], + "opposite_logprob_tokens": [ + -3.5298242568969727 + ], + "logprob_reward": -0.029824355617165565, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029824355617165565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06437598913908005, + 0.14748674631118774, + 0.08499740809202194, + 0.038404978811740875, + 0.24006043374538422, + 0.2481977641582489, + 0.03427121415734291, + 0.03228023648262024, + 0.06934269517660141, + 0.04058259725570679 + ], + "top_frames": [ + 5, + 4, + 1 + ], + "selected_reward": -0.029824355617165565 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002823059679940343 + ], + "opposite_logprob_tokens": [ + -5.8778228759765625 + ], + "logprob_reward": -0.002823059679940343, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.002823059679940343, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1821175366640091, + 0.18140849471092224, + 0.0695130005478859, + 0.04276971146464348, + 0.11736952513456345, + 0.10135903209447861, + 0.07159608602523804, + 0.11001945286989212, + 0.03899240121245384, + 0.08485472947359085 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.002823059679940343 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the video shot as a static, high-angle extreme close-up of a sukiyaki pot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the visual style rendered in Studio Ghibli's signature hand-drawn aesthetic?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the pot a dark, matte-textured cast iron pot containing simmering amber broth with visible fat droplets?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are paper-thin slices of rosy-pink wagyu beef with white marbling and fresh vegetables (shallots, shiitake mushrooms, napa cabbage) visible in the broth?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do wisps of translucent white vapor curl upward from the pot while the broth gently bubbles?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018191400915384293 + ], + "opposite_logprob_tokens": [ + -4.018191337585449 + ], + "logprob_reward": -0.018191400915384293, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018191400915384293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13829748332500458, + 0.16514036059379578, + 0.07016904652118683, + 0.051171962171792984, + 0.07570460438728333, + 0.04632031172513962, + 0.09145530313253403, + 0.06475740671157837, + 0.17974936962127686, + 0.11723415553569794 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.018191400915384293 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_7/index_tensor([2014, 2014])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_7/index_tensor([2014, 2014])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..24b96fa50508562b91035f8b38d9b5b6b2617872 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_7/index_tensor([2014, 2014])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "static, slightly high-angle close-up captures a quiet, focused moment as a young man of Southeast Asian appearance, his short black hair falling slightly forward, carefully plants a seedling. Wearing a simple, faded olive-green cotton T-shirt, his expression serene and focused, his gaze fixed downward on his task. The soft, warm late afternoon sun filters through the unseen treetops, illuminating the scene and casting gentle, dappled shadows on his arms and the ground. In his earth-stained hands, he delicately holds a vibrant, green sapling with two tender leaves. Using the fingers of his other hand, he carefully places the seedling's fragile root ball into a small hole he's made in the rich, dark, moist soil that fills the frame's foreground. Then, with both hands, he gently pushes the rich soil around the base of the thin stem, securing it in its new home. His movements are slow and cautious, creating an atmosphere of tranquility and hope.", + "seed": 16116, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_7/index_2014_seed_16116_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.041656116023659706, + "vlm_logprob": -0.041656116023659706, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.041656116023659706, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07192141562700272 + ], + "opposite_logprob_tokens": [ + -2.6969213485717773 + ], + "logprob_reward": -0.07192141562700272, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07192141562700272, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28093603253364563, + 0.0874951034784317, + 0.22585423290729523, + 0.047452326864004135, + 0.048899248242378235, + 0.049417003989219666, + 0.052911221981048584, + 0.04898156225681305, + 0.08174314349889755, + 0.07631014287471771 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.07192141562700272 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01424031239002943 + ], + "opposite_logprob_tokens": [ + -4.264240264892578 + ], + "logprob_reward": -0.01424031239002943, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01424031239002943, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22258438169956207, + 0.061316732317209244, + 0.26900166273117065, + 0.06362022459506989, + 0.05777537077665329, + 0.04982611536979675, + 0.07040717452764511, + 0.03744133189320564, + 0.041330721229314804, + 0.12669628858566284 + ], + "top_frames": [ + 2, + 0, + 9 + ], + "selected_reward": -0.01424031239002943 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009801947511732578 + ], + "opposite_logprob_tokens": [ + -4.634801864624023 + ], + "logprob_reward": -0.009801947511732578, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009801947511732578, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21869641542434692, + 0.0937766432762146, + 0.1611078530550003, + 0.07551790773868561, + 0.06206352263689041, + 0.13978435099124908, + 0.07631925493478775, + 0.06647076457738876, + 0.05235202983021736, + 0.053911298513412476 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.009801947511732578 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023292383179068565 + ], + "opposite_logprob_tokens": [ + -3.773292303085327 + ], + "logprob_reward": -0.023292383179068565, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023292383179068565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08231636136770248, + 0.20275911688804626, + 0.17528869211673737, + 0.13634392619132996, + 0.05139661207795143, + 0.039378877729177475, + 0.12462364137172699, + 0.03552861511707306, + 0.1301569938659668, + 0.022207185626029968 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.023292383179068565 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08902452141046524 + ], + "opposite_logprob_tokens": [ + -2.464024543762207 + ], + "logprob_reward": -0.08902452141046524, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08902452141046524, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13157646358013153, + 0.11589571088552475, + 0.10505037754774094, + 0.23723489046096802, + 0.08189326524734497, + 0.03912008926272392, + 0.06742347031831741, + 0.049047742038965225, + 0.07066696882247925, + 0.10209102928638458 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.08902452141046524 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a quiet, focused moment as a young man of Southeast Asian appearance, his short black hair falling slightly forward, carefully plants a seedling. Wearing a simple, faded olive-green cotton T-shirt, his expression serene and focused, his gaze fixed downward on his task. The soft, warm late afternoon sun filters through the unseen treetops, illuminating the scene and casting gentle, dappled shadows on his arms and the ground. In his earth-stained hands, he delicately holds a vibrant, green sapling with two tender leaves. Using the fingers of his other hand, he carefully places the seedling's fragile root ball into a small hole he's made in the rich, dark, moist soil that fills the frame's foreground. Then, with both hands, he gently pushes the rich soil around the base of the thin stem, securing it in its new home. His movements are slow and cautious, creating an atmosphere of tranquility and hope.", + "seed": 16117, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_7/index_2014_seed_16117_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.047667484171688555, + "vlm_logprob": -0.047667484171688555, + "vlm_yes_no_margin": 3.35, + "vlm_token_credit": -0.047667484171688555, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07999982684850693 + ], + "opposite_logprob_tokens": [ + -2.5799999237060547 + ], + "logprob_reward": -0.07999982684850693, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07999982684850693, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2845472991466522, + 0.054393842816352844, + 0.08667951822280884, + 0.33320552110671997, + 0.03756126016378403, + 0.03714266046881676, + 0.03246540576219559, + 0.024513542652130127, + 0.074046790599823, + 0.035444196313619614 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.07999982684850693 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020612552762031555 + ], + "opposite_logprob_tokens": [ + -3.8956124782562256 + ], + "logprob_reward": -0.020612552762031555, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020612552762031555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10719933360815048, + 0.04873412847518921, + 0.08352667093276978, + 0.1118670329451561, + 0.06217629089951515, + 0.02704726904630661, + 0.0815022811293602, + 0.027206195518374443, + 0.41061973571777344, + 0.040121033787727356 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.020612552762031555 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011092307977378368 + ], + "opposite_logprob_tokens": [ + -4.511092185974121 + ], + "logprob_reward": -0.011092307977378368, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011092307977378368, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3270115554332733, + 0.11074395477771759, + 0.0300395917147398, + 0.15470655262470245, + 0.08107499033212662, + 0.08517976850271225, + 0.10066140443086624, + 0.03486450016498566, + 0.05743891000747681, + 0.018278716132044792 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.011092307977378368 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026343872770667076 + ], + "opposite_logprob_tokens": [ + -3.651343822479248 + ], + "logprob_reward": -0.026343872770667076, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026343872770667076, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19133403897285461, + 0.07132015377283096, + 0.03266288340091705, + 0.20641466975212097, + 0.12101183831691742, + 0.04857334494590759, + 0.16649433970451355, + 0.06433071196079254, + 0.05652111396193504, + 0.041336849331855774 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.026343872770667076 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10028886049985886 + ], + "opposite_logprob_tokens": [ + -2.3502888679504395 + ], + "logprob_reward": -0.10028886049985886, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10028886049985886, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24579177796840668, + 0.05778370797634125, + 0.10080432891845703, + 0.2098083347082138, + 0.11405493319034576, + 0.05822025239467621, + 0.06738992780447006, + 0.0464988611638546, + 0.06399445235729218, + 0.03565339744091034 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.10028886049985886 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a quiet, focused moment as a young man of Southeast Asian appearance, his short black hair falling slightly forward, carefully plants a seedling. Wearing a simple, faded olive-green cotton T-shirt, his expression serene and focused, his gaze fixed downward on his task. The soft, warm late afternoon sun filters through the unseen treetops, illuminating the scene and casting gentle, dappled shadows on his arms and the ground. In his earth-stained hands, he delicately holds a vibrant, green sapling with two tender leaves. Using the fingers of his other hand, he carefully places the seedling's fragile root ball into a small hole he's made in the rich, dark, moist soil that fills the frame's foreground. Then, with both hands, he gently pushes the rich soil around the base of the thin stem, securing it in its new home. His movements are slow and cautious, creating an atmosphere of tranquility and hope.", + "seed": 16118, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_7/index_2014_seed_16118_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.03376195393502712, + "vlm_logprob": -0.03376195393502712, + "vlm_yes_no_margin": 3.549999952316284, + "vlm_token_credit": -0.03376195393502712, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043774861842393875 + ], + "opposite_logprob_tokens": [ + -3.1687748432159424 + ], + "logprob_reward": -0.043774861842393875, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043774861842393875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07584863156080246, + 0.37796932458877563, + 0.17069551348686218, + 0.08947709202766418, + 0.07593392580747604, + 0.016118517145514488, + 0.08570177853107452, + 0.04236925393342972, + 0.028105229139328003, + 0.037780746817588806 + ], + "top_frames": [ + 1, + 2, + 3 + ], + "selected_reward": -0.043774861842393875 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018216803669929504 + ], + "opposite_logprob_tokens": [ + -4.018216609954834 + ], + "logprob_reward": -0.018216803669929504, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018216803669929504, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02183869481086731, + 0.6445432305335999, + 0.07041288912296295, + 0.03094988688826561, + 0.01564737781882286, + 0.017683902755379677, + 0.11794058978557587, + 0.03341177850961685, + 0.03821772336959839, + 0.00935390591621399 + ], + "top_frames": [ + 1, + 6, + 2 + ], + "selected_reward": -0.018216803669929504 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011091010645031929 + ], + "opposite_logprob_tokens": [ + -4.511091232299805 + ], + "logprob_reward": -0.011091010645031929, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011091010645031929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05975055322051048, + 0.37113285064697266, + 0.029241884127259254, + 0.20621776580810547, + 0.047780055552721024, + 0.022990094497799873, + 0.12063916027545929, + 0.062272701412439346, + 0.04502784088253975, + 0.034947171807289124 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.011091010645031929 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369740769267082 + ], + "opposite_logprob_tokens": [ + -3.4086973667144775 + ], + "logprob_reward": -0.03369740769267082, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369740769267082, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0538431741297245, + 0.35389798879623413, + 0.11211637407541275, + 0.1310211420059204, + 0.027532994747161865, + 0.020664572715759277, + 0.1268509179353714, + 0.08374929428100586, + 0.045276615768671036, + 0.04504698887467384 + ], + "top_frames": [ + 1, + 3, + 6 + ], + "selected_reward": -0.03369740769267082 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06202968582510948 + ], + "opposite_logprob_tokens": [ + -2.8120296001434326 + ], + "logprob_reward": -0.06202968582510948, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06202968582510948, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.061527319252491, + 0.4189218580722809, + 0.21987882256507874, + 0.06262872368097305, + 0.02388240210711956, + 0.009228155016899109, + 0.13912172615528107, + 0.02448495291173458, + 0.012726754881441593, + 0.0275992751121521 + ], + "top_frames": [ + 1, + 2, + 6 + ], + "selected_reward": -0.06202968582510948 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "static, slightly high-angle close-up captures a quiet, focused moment as a young man of Southeast Asian appearance, his short black hair falling slightly forward, carefully plants a seedling. Wearing a simple, faded olive-green cotton T-shirt, his expression serene and focused, his gaze fixed downward on his task. The soft, warm late afternoon sun filters through the unseen treetops, illuminating the scene and casting gentle, dappled shadows on his arms and the ground. In his earth-stained hands, he delicately holds a vibrant, green sapling with two tender leaves. Using the fingers of his other hand, he carefully places the seedling's fragile root ball into a small hole he's made in the rich, dark, moist soil that fills the frame's foreground. Then, with both hands, he gently pushes the rich soil around the base of the thin stem, securing it in its new home. His movements are slow and cautious, creating an atmosphere of tranquility and hope.", + "seed": 16119, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_7/index_2014_seed_16119_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0706618863157928, + "vlm_logprob": -0.0706618863157928, + "vlm_yes_no_margin": 3.725, + "vlm_token_credit": -0.0706618863157928, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07945771515369415 + ], + "opposite_logprob_tokens": [ + -2.5794577598571777 + ], + "logprob_reward": -0.07945771515369415, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07945771515369415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4479100704193115, + 0.06130204722285271, + 0.03526057302951813, + 0.041003379970788956, + 0.026412248611450195, + 0.08150982111692429, + 0.10817544162273407, + 0.0628267452120781, + 0.04596009850502014, + 0.08963959664106369 + ], + "top_frames": [ + 0, + 6, + 9 + ], + "selected_reward": -0.07945771515369415 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006753832101821899 + ], + "opposite_logprob_tokens": [ + -5.006753921508789 + ], + "logprob_reward": -0.006753832101821899, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006753832101821899, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19133798778057098, + 0.20088130235671997, + 0.132225900888443, + 0.0442957878112793, + 0.03956984356045723, + 0.05891646072268486, + 0.16359283030033112, + 0.05775674805045128, + 0.03529785946011543, + 0.07612531632184982 + ], + "top_frames": [ + 1, + 0, + 6 + ], + "selected_reward": -0.006753832101821899 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005263755563646555 + ], + "opposite_logprob_tokens": [ + -5.255263805389404 + ], + "logprob_reward": -0.005263755563646555, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005263755563646555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07364623993635178, + 0.03880035877227783, + 0.12449079751968384, + 0.10599087923765182, + 0.033882979303598404, + 0.08807650208473206, + 0.08658567070960999, + 0.05638208985328674, + 0.10177839547395706, + 0.2903660535812378 + ], + "top_frames": [ + 9, + 2, + 3 + ], + "selected_reward": -0.005263755563646555 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00977869238704443 + ], + "opposite_logprob_tokens": [ + -4.6347784996032715 + ], + "logprob_reward": -0.00977869238704443, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00977869238704443, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06383103132247925, + 0.027125155553221703, + 0.11811961978673935, + 0.11722536385059357, + 0.03711381182074547, + 0.09532393515110016, + 0.19006186723709106, + 0.12528561055660248, + 0.11087263375520706, + 0.11504096537828445 + ], + "top_frames": [ + 6, + 7, + 2 + ], + "selected_reward": -0.00977869238704443 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the subject a young man of Southeast Asian appearance with short black hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a simple, faded olive-green cotton T-shirt?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the man holding a vibrant green sapling with two tender leaves in his earth-stained hands?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform the action of placing the seedling's root ball into a hole and pushing soil around its base?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a static, slightly high-angle close-up?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25205543637275696 + ], + "opposite_logprob_tokens": [ + -1.5020554065704346 + ], + "logprob_reward": -0.25205543637275696, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25205543637275696, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09174376726150513, + 0.05647912621498108, + 0.08367884159088135, + 0.16718222200870514, + 0.0734950453042984, + 0.1214437261223793, + 0.12187127023935318, + 0.07191119343042374, + 0.09008736908435822, + 0.12210743874311447 + ], + "top_frames": [ + 3, + 9, + 6 + ], + "selected_reward": -0.25205543637275696 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_9/index_tensor([8044, 8044])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_9/index_tensor([8044, 8044])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..2ef1033e08824ec7844c8b10bca72835f8039368 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_9/index_tensor([8044, 8044])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "steady medium shot, shot from a level angle, focuses on a mother, comfortably seated in a dark wooden rocking chair, which rocks gently and rhythmically to the rhythm of her knitting. Her long, dark brown hair is tied into a loose bun, with strands gently falling against her cheeks. A serene, contented smile adorns her face, her eyes downcast, focused on her work. She wears a soft, off-white, high-necked cashmere sweater. Her hands dance with steady deliberation, two smooth bamboo knitting needles weaving and weaving, stitch by stitch, a ball of soft, forest-green yarn draped across her lap. Beside her, the fire in the fireplace serves as the primary light source. The flames crackle and dance, casting a warm, orange glow around her, casting soft, flickering shadows on her face and sweater, creating a striking contrast between light and dark. The main colors of the whole picture are warm amber and dark brown, and the forest green sweater being knitted becomes a quiet and vivid accent color. The whole scene is filled with an extreme tranquility and family warmth, and is full of a focused and comfortable atmosphere.", + "seed": 14111, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_9/index_8044_seed_14111_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.0633268091827631, + "vlm_logprob": -0.0633268091827631, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.0633268091827631, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04370160400867462 + ], + "opposite_logprob_tokens": [ + -3.168701648712158 + ], + "logprob_reward": -0.04370160400867462, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04370160400867462, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.42545315623283386, + 0.03672286495566368, + 0.041502758860588074, + 0.07466833293437958, + 0.040669120848178864, + 0.045330796390771866, + 0.2851997911930084, + 0.023574795573949814, + 0.016154538840055466, + 0.010723844170570374 + ], + "top_frames": [ + 0, + 6, + 3 + ], + "selected_reward": -0.04370160400867462 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020596321672201157 + ], + "opposite_logprob_tokens": [ + -3.8955962657928467 + ], + "logprob_reward": -0.020596321672201157, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020596321672201157, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5170239806175232, + 0.06737804412841797, + 0.07860486209392548, + 0.09955687075853348, + 0.046680349856615067, + 0.04772385582327843, + 0.0548352487385273, + 0.040030911564826965, + 0.018429910764098167, + 0.029735930263996124 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.020596321672201157 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0142059950158 + ], + "opposite_logprob_tokens": [ + -4.2642059326171875 + ], + "logprob_reward": -0.0142059950158, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.0142059950158, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3905198574066162, + 0.1244092583656311, + 0.09530036896467209, + 0.09374484419822693, + 0.051183417439460754, + 0.07744695991277695, + 0.06370605528354645, + 0.025163037702441216, + 0.02033912017941475, + 0.0581870973110199 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.0142059950158 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22559700906276703 + ], + "opposite_logprob_tokens": [ + -1.6005970239639282 + ], + "logprob_reward": -0.22559700906276703, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22559700906276703, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.39987921714782715, + 0.08543914556503296, + 0.13550370931625366, + 0.22727426886558533, + 0.04592057690024376, + 0.02209804579615593, + 0.025203797966241837, + 0.011320422403514385, + 0.011289290152490139, + 0.03607150539755821 + ], + "top_frames": [ + 0, + 3, + 2 + ], + "selected_reward": -0.22559700906276703 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012533116154372692 + ], + "opposite_logprob_tokens": [ + -4.387533187866211 + ], + "logprob_reward": -0.012533116154372692, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012533116154372692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24909129738807678, + 0.07288394123315811, + 0.08994677662849426, + 0.09035924822092056, + 0.11867382377386093, + 0.05992165207862854, + 0.07528248429298401, + 0.08668673783540726, + 0.08977192640304565, + 0.06738214194774628 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.012533116154372692 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a level angle, focuses on a mother, comfortably seated in a dark wooden rocking chair, which rocks gently and rhythmically to the rhythm of her knitting. Her long, dark brown hair is tied into a loose bun, with strands gently falling against her cheeks. A serene, contented smile adorns her face, her eyes downcast, focused on her work. She wears a soft, off-white, high-necked cashmere sweater. Her hands dance with steady deliberation, two smooth bamboo knitting needles weaving and weaving, stitch by stitch, a ball of soft, forest-green yarn draped across her lap. Beside her, the fire in the fireplace serves as the primary light source. The flames crackle and dance, casting a warm, orange glow around her, casting soft, flickering shadows on her face and sweater, creating a striking contrast between light and dark. The main colors of the whole picture are warm amber and dark brown, and the forest green sweater being knitted becomes a quiet and vivid accent color. The whole scene is filled with an extreme tranquility and family warmth, and is full of a focused and comfortable atmosphere.", + "seed": 14112, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_9/index_8044_seed_14112_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06698739919811487, + "vlm_logprob": -0.06698739919811487, + "vlm_yes_no_margin": 3.15, + "vlm_token_credit": -0.06698739919811487, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11382413655519485 + ], + "opposite_logprob_tokens": [ + -2.2388241291046143 + ], + "logprob_reward": -0.11382413655519485, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11382413655519485, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33550968766212463, + 0.14958438277244568, + 0.07662542909383774, + 0.08584484457969666, + 0.11610288172960281, + 0.049944281578063965, + 0.04750668257474899, + 0.03505096212029457, + 0.05892854928970337, + 0.04490232840180397 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.11382413655519485 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026367560029029846 + ], + "opposite_logprob_tokens": [ + -3.651367664337158 + ], + "logprob_reward": -0.026367560029029846, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026367560029029846, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.30229729413986206, + 0.18941596150398254, + 0.17992562055587769, + 0.05559641495347023, + 0.054703716188669205, + 0.04726399853825569, + 0.054660990834236145, + 0.06478238105773926, + 0.018039338290691376, + 0.033314332365989685 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.026367560029029846 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011083466000854969 + ], + "opposite_logprob_tokens": [ + -4.511083602905273 + ], + "logprob_reward": -0.011083466000854969, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011083466000854969, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22391727566719055, + 0.2507474720478058, + 0.22018374502658844, + 0.05021924525499344, + 0.04097897559404373, + 0.06615039706230164, + 0.04954499378800392, + 0.04375927522778511, + 0.024672940373420715, + 0.029825737699866295 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.011083466000854969 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16038505733013153 + ], + "opposite_logprob_tokens": [ + -1.910385012626648 + ], + "logprob_reward": -0.16038505733013153, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16038505733013153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.27967607975006104, + 0.2063600718975067, + 0.07258519530296326, + 0.056228093802928925, + 0.0863327756524086, + 0.16001586616039276, + 0.04182969778776169, + 0.039471112191677094, + 0.010296943597495556, + 0.04720412567257881 + ], + "top_frames": [ + 0, + 1, + 5 + ], + "selected_reward": -0.16038505733013153 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02327677607536316 + ], + "opposite_logprob_tokens": [ + -3.7732768058776855 + ], + "logprob_reward": -0.02327677607536316, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02327677607536316, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11334516853094101, + 0.13933618366718292, + 0.37727704644203186, + 0.03633401170372963, + 0.101925328373909, + 0.061355385929346085, + 0.027006568387150764, + 0.034909963607788086, + 0.028389079496264458, + 0.08012132346630096 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.02327677607536316 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a level angle, focuses on a mother, comfortably seated in a dark wooden rocking chair, which rocks gently and rhythmically to the rhythm of her knitting. Her long, dark brown hair is tied into a loose bun, with strands gently falling against her cheeks. A serene, contented smile adorns her face, her eyes downcast, focused on her work. She wears a soft, off-white, high-necked cashmere sweater. Her hands dance with steady deliberation, two smooth bamboo knitting needles weaving and weaving, stitch by stitch, a ball of soft, forest-green yarn draped across her lap. Beside her, the fire in the fireplace serves as the primary light source. The flames crackle and dance, casting a warm, orange glow around her, casting soft, flickering shadows on her face and sweater, creating a striking contrast between light and dark. The main colors of the whole picture are warm amber and dark brown, and the forest green sweater being knitted becomes a quiet and vivid accent color. The whole scene is filled with an extreme tranquility and family warmth, and is full of a focused and comfortable atmosphere.", + "seed": 14113, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_9/index_8044_seed_14113_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.01860626470297575, + "vlm_logprob": -0.01860626470297575, + "vlm_yes_no_margin": 4.325, + "vlm_token_credit": -0.01860626470297575, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04946472868323326 + ], + "opposite_logprob_tokens": [ + -3.049464702606201 + ], + "logprob_reward": -0.04946472868323326, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04946472868323326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4279091954231262, + 0.0885872021317482, + 0.05138760432600975, + 0.12107168138027191, + 0.04177146777510643, + 0.06398007273674011, + 0.040901802480220795, + 0.05602501332759857, + 0.06407230347394943, + 0.044293660670518875 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -0.04946472868323326 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02059655450284481 + ], + "opposite_logprob_tokens": [ + -3.895596504211426 + ], + "logprob_reward": -0.02059655450284481, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02059655450284481, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26894867420196533, + 0.14975549280643463, + 0.0948166698217392, + 0.053843963891267776, + 0.04939984530210495, + 0.08629714697599411, + 0.11724863946437836, + 0.05783300846815109, + 0.04133785888552666, + 0.0805187001824379 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.02059655450284481 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00595568772405386 + ], + "opposite_logprob_tokens": [ + -5.130955696105957 + ], + "logprob_reward": -0.00595568772405386, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.00595568772405386, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24909605085849762, + 0.1196923553943634, + 0.1789727658033371, + 0.07361597567796707, + 0.05184013769030571, + 0.047605495899915695, + 0.04740321636199951, + 0.10426487773656845, + 0.05403243377804756, + 0.07347675412893295 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.00595568772405386 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0059472741559147835 + ], + "opposite_logprob_tokens": [ + -5.130947113037109 + ], + "logprob_reward": -0.0059472741559147835, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.0059472741559147835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24939316511154175, + 0.08849155902862549, + 0.0715717226266861, + 0.049245186150074005, + 0.028000807389616966, + 0.04572802409529686, + 0.03668338060379028, + 0.3922649621963501, + 0.0194177757948637, + 0.019203443080186844 + ], + "top_frames": [ + 7, + 0, + 1 + ], + "selected_reward": -0.0059472741559147835 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011067078448832035 + ], + "opposite_logprob_tokens": [ + -4.511066913604736 + ], + "logprob_reward": -0.011067078448832035, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011067078448832035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24789899587631226, + 0.07880944013595581, + 0.047746386379003525, + 0.10163550078868866, + 0.05974236875772476, + 0.06488841027021408, + 0.061698246747255325, + 0.18131332099437714, + 0.06822653114795685, + 0.08804075419902802 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.011067078448832035 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "steady medium shot, shot from a level angle, focuses on a mother, comfortably seated in a dark wooden rocking chair, which rocks gently and rhythmically to the rhythm of her knitting. Her long, dark brown hair is tied into a loose bun, with strands gently falling against her cheeks. A serene, contented smile adorns her face, her eyes downcast, focused on her work. She wears a soft, off-white, high-necked cashmere sweater. Her hands dance with steady deliberation, two smooth bamboo knitting needles weaving and weaving, stitch by stitch, a ball of soft, forest-green yarn draped across her lap. Beside her, the fire in the fireplace serves as the primary light source. The flames crackle and dance, casting a warm, orange glow around her, casting soft, flickering shadows on her face and sweater, creating a striking contrast between light and dark. The main colors of the whole picture are warm amber and dark brown, and the forest green sweater being knitted becomes a quiet and vivid accent color. The whole scene is filled with an extreme tranquility and family warmth, and is full of a focused and comfortable atmosphere.", + "seed": 14114, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000238/group_9/index_8044_seed_14114_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.017951370775699617, + "vlm_logprob": -0.017951370775699617, + "vlm_yes_no_margin": 4.274999952316284, + "vlm_token_credit": -0.017951370775699617, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04398330673575401 + ], + "opposite_logprob_tokens": [ + -3.168983221054077 + ], + "logprob_reward": -0.04398330673575401, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.04398330673575401, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2232556939125061, + 0.12550117075443268, + 0.19192570447921753, + 0.029651928693056107, + 0.03176272660493851, + 0.09841317683458328, + 0.19398370385169983, + 0.025567738339304924, + 0.053145501762628555, + 0.026792725548148155 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.04398330673575401 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820252276957035 + ], + "opposite_logprob_tokens": [ + -4.018202304840088 + ], + "logprob_reward": -0.01820252276957035, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01820252276957035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22555159032344818, + 0.09422581642866135, + 0.08982053399085999, + 0.055718403309583664, + 0.14104968309402466, + 0.061718735843896866, + 0.09982956200838089, + 0.1318405419588089, + 0.05239566043019295, + 0.04784950613975525 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.01820252276957035 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009787428192794323 + ], + "opposite_logprob_tokens": [ + -4.634787559509277 + ], + "logprob_reward": -0.009787428192794323, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009787428192794323, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31481555104255676, + 0.13812372088432312, + 0.08569785952568054, + 0.059195734560489655, + 0.12814711034297943, + 0.03669377416372299, + 0.06098821386694908, + 0.04122317209839821, + 0.10134429484605789, + 0.033770594745874405 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.009787428192794323 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251185968518257 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251185968518257, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251185968518257, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22617915272712708, + 0.17003405094146729, + 0.07802241295576096, + 0.04154376685619354, + 0.05840153619647026, + 0.044863443821668625, + 0.05093422532081604, + 0.1071263924241066, + 0.1958082616329193, + 0.027086716145277023 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.005251185968518257 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a mother seated in a dark wooden rocking chair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the woman wearing a soft, off-white, high-necked cashmere sweater?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are two smooth bamboo knitting needles and a ball of forest-green yarn visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a fireplace with crackling flames serving as the primary light source, casting warm orange glow and flickering shadows?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the camera shot a steady medium shot taken from a level angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012532410211861134 + ], + "opposite_logprob_tokens": [ + -4.3875322341918945 + ], + "logprob_reward": -0.012532410211861134, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012532410211861134, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16133779287338257, + 0.12379499524831772, + 0.08599686622619629, + 0.3193904757499695, + 0.043504394590854645, + 0.048880964517593384, + 0.027478961274027824, + 0.04868050292134285, + 0.10551352798938751, + 0.03542152792215347 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.012532410211861134 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_0/index_tensor([8554, 8554])_group_0_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_0/index_tensor([8554, 8554])_group_0_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..3a1d8e022c9feceb83860ffc79b5e7649a1212a0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_0/index_tensor([8554, 8554])_group_0_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "slow, close-up shot initially focuses on a mirror-like, deep, matte black barrier that nearly fills the entire frame, creating an atmosphere of absolute silence and oppression. Suddenly, a complex design composed entirely of luminous text and abstract shapes violently crashes through the barrier. This design, composed of sharp geometric lines and dynamic particle streams, interweaves with luminous text that appears composed of pure energy, also emitting a strong cyan glow. At the moment of impact, the black barrier shatters, shattering into countless sharp, glassy fragments of varying sizes. In slow motion, these fragments violently fly toward the camera, tumbling and spinning through the air. The entire scene is bathed in a cinematic, cool blue light. The luminous design itself serves as the sole source of light, casting a frosty blue light that creates rapidly flickering highlights on the sharp edges of the flying fragments, while the fragments themselves trail blurred motion. As the camera moves forward steadily and continuously, the audience seems to be traveling through this storm of light and debris. The entire picture is full of intense, high-tech and visually impactful dynamic beauty.", + "seed": 16717, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_0/index_8554_seed_16717_dp_0_rank_0_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.2574881704989821, + "vlm_logprob": -0.2574881704989821, + "vlm_yes_no_margin": 2.575, + "vlm_token_credit": -0.2574881704989821, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5234981775283813 + ], + "opposite_logprob_tokens": [ + -0.8984981775283813 + ], + "logprob_reward": -0.5234981775283813, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5234981775283813, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18502254784107208, + 0.03236333280801773, + 0.09947343170642853, + 0.08407117426395416, + 0.1581350415945053, + 0.19512106478214264, + 0.03013206087052822, + 0.026210090145468712, + 0.03464971482753754, + 0.15482152998447418 + ], + "top_frames": [ + 5, + 0, + 4 + ], + "selected_reward": -0.5234981775283813 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03373106196522713 + ], + "opposite_logprob_tokens": [ + -3.408730983734131 + ], + "logprob_reward": -0.03373106196522713, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03373106196522713, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08884173631668091, + 0.07360395044088364, + 0.050643350929021835, + 0.16503460705280304, + 0.06964091956615448, + 0.06104004755616188, + 0.08914423733949661, + 0.04975547268986702, + 0.20833757519721985, + 0.14395804703235626 + ], + "top_frames": [ + 8, + 3, + 9 + ], + "selected_reward": -0.03373106196522713 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031939942855387926 + ], + "opposite_logprob_tokens": [ + -5.7531938552856445 + ], + "logprob_reward": -0.0031939942855387926, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031939942855387926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11889495700597763, + 0.08606143295764923, + 0.028432736173272133, + 0.23650828003883362, + 0.06417622417211533, + 0.07948661595582962, + 0.02820742130279541, + 0.045895613729953766, + 0.07020319998264313, + 0.2421334981918335 + ], + "top_frames": [ + 9, + 3, + 0 + ], + "selected_reward": -0.0031939942855387926 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033692337572574615 + ], + "opposite_logprob_tokens": [ + -3.4086923599243164 + ], + "logprob_reward": -0.033692337572574615, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033692337572574615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16580131649971008, + 0.10489320755004883, + 0.03576785698533058, + 0.1259230375289917, + 0.08030759543180466, + 0.04207747429609299, + 0.13420182466506958, + 0.04854054003953934, + 0.07510549575090408, + 0.1873815953731537 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.033692337572574615 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933252811431885 + ], + "opposite_logprob_tokens": [ + -0.6933252811431885 + ], + "logprob_reward": -0.6933252811431885, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933252811431885, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.06343361735343933, + 0.07852313667535782, + 0.09597855806350708, + 0.15595348179340363, + 0.08648162335157394, + 0.06326820701360703, + 0.11737097799777985, + 0.06194233149290085, + 0.0659896582365036, + 0.21105840802192688 + ], + "top_frames": [ + 9, + 3, + 6 + ], + "selected_reward": -0.6933252811431885 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, close-up shot initially focuses on a mirror-like, deep, matte black barrier that nearly fills the entire frame, creating an atmosphere of absolute silence and oppression. Suddenly, a complex design composed entirely of luminous text and abstract shapes violently crashes through the barrier. This design, composed of sharp geometric lines and dynamic particle streams, interweaves with luminous text that appears composed of pure energy, also emitting a strong cyan glow. At the moment of impact, the black barrier shatters, shattering into countless sharp, glassy fragments of varying sizes. In slow motion, these fragments violently fly toward the camera, tumbling and spinning through the air. The entire scene is bathed in a cinematic, cool blue light. The luminous design itself serves as the sole source of light, casting a frosty blue light that creates rapidly flickering highlights on the sharp edges of the flying fragments, while the fragments themselves trail blurred motion. As the camera moves forward steadily and continuously, the audience seems to be traveling through this storm of light and debris. The entire picture is full of intense, high-tech and visually impactful dynamic beauty.", + "seed": 16718, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_0/index_8554_seed_16718_dp_0_rank_0_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.16460397681221367, + "vlm_logprob": -0.16460397681221367, + "vlm_yes_no_margin": 2.725, + "vlm_token_credit": -0.16460397681221367, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22585250437259674 + ], + "opposite_logprob_tokens": [ + -1.6008524894714355 + ], + "logprob_reward": -0.22585250437259674, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22585250437259674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.38415661454200745, + 0.04759358987212181, + 0.09859085083007812, + 0.026108969002962112, + 0.028022494167089462, + 0.1916295886039734, + 0.02500554732978344, + 0.05615584924817085, + 0.05892014503479004, + 0.08381636440753937 + ], + "top_frames": [ + 0, + 5, + 2 + ], + "selected_reward": -0.22585250437259674 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02982354536652565 + ], + "opposite_logprob_tokens": [ + -3.5298235416412354 + ], + "logprob_reward": -0.02982354536652565, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02982354536652565, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17639818787574768, + 0.04918990284204483, + 0.07019339501857758, + 0.02851482667028904, + 0.0395796038210392, + 0.18591627478599548, + 0.05251285433769226, + 0.10886606574058533, + 0.14972428977489471, + 0.1391046643257141 + ], + "top_frames": [ + 5, + 0, + 8 + ], + "selected_reward": -0.02982354536652565 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005949999671429396 + ], + "opposite_logprob_tokens": [ + -5.130949974060059 + ], + "logprob_reward": -0.005949999671429396, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005949999671429396, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20802025496959686, + 0.06050674244761467, + 0.09204986691474915, + 0.029368769377470016, + 0.02041369304060936, + 0.21279585361480713, + 0.031763963401317596, + 0.15362031757831573, + 0.13519279658794403, + 0.05626771226525307 + ], + "top_frames": [ + 5, + 0, + 7 + ], + "selected_reward": -0.005949999671429396 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03808961063623428 + ], + "opposite_logprob_tokens": [ + -3.2880895137786865 + ], + "logprob_reward": -0.03808961063623428, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03808961063623428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15604263544082642, + 0.08542973548173904, + 0.10325200855731964, + 0.08767309784889221, + 0.03289395943284035, + 0.1314598172903061, + 0.07020052522420883, + 0.1801440417766571, + 0.08876142650842667, + 0.06414280086755753 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.03808961063623428 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5233042240142822 + ], + "opposite_logprob_tokens": [ + -0.8983042240142822 + ], + "logprob_reward": -0.5233042240142822, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5233042240142822, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06446168571710587, + 0.08062460273504257, + 0.07987945526838303, + 0.10983285307884216, + 0.07983847707509995, + 0.10699997842311859, + 0.12677966058254242, + 0.11948809772729874, + 0.057994794100522995, + 0.17410042881965637 + ], + "top_frames": [ + 9, + 6, + 7 + ], + "selected_reward": -0.5233042240142822 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "slow, close-up shot initially focuses on a mirror-like, deep, matte black barrier that nearly fills the entire frame, creating an atmosphere of absolute silence and oppression. Suddenly, a complex design composed entirely of luminous text and abstract shapes violently crashes through the barrier. This design, composed of sharp geometric lines and dynamic particle streams, interweaves with luminous text that appears composed of pure energy, also emitting a strong cyan glow. At the moment of impact, the black barrier shatters, shattering into countless sharp, glassy fragments of varying sizes. In slow motion, these fragments violently fly toward the camera, tumbling and spinning through the air. The entire scene is bathed in a cinematic, cool blue light. The luminous design itself serves as the sole source of light, casting a frosty blue light that creates rapidly flickering highlights on the sharp edges of the flying fragments, while the fragments themselves trail blurred motion. As the camera moves forward steadily and continuously, the audience seems to be traveling through this storm of light and debris. The entire picture is full of intense, high-tech and visually impactful dynamic beauty.", + "seed": 16719, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_0/index_8554_seed_16719_dp_1_rank_2_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.19481412365566939, + "vlm_logprob": -0.19481412365566939, + "vlm_yes_no_margin": 3.1, + "vlm_token_credit": -0.19481412365566939, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16059869527816772 + ], + "opposite_logprob_tokens": [ + -1.9105987548828125 + ], + "logprob_reward": -0.16059869527816772, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16059869527816772, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2901715636253357, + 0.08504525572061539, + 0.07545755058526993, + 0.03607466444373131, + 0.11276174336671829, + 0.12685242295265198, + 0.07734706997871399, + 0.05356152355670929, + 0.09480515122413635, + 0.04792293906211853 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.16059869527816772 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609206385910511 + ], + "opposite_logprob_tokens": [ + -4.141092300415039 + ], + "logprob_reward": -0.01609206385910511, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609206385910511, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09490878880023956, + 0.02901441790163517, + 0.06026347726583481, + 0.041131749749183655, + 0.02565675787627697, + 0.2502407431602478, + 0.066218301653862, + 0.07612403482198715, + 0.11986055970191956, + 0.2365812063217163 + ], + "top_frames": [ + 5, + 9, + 8 + ], + "selected_reward": -0.01609206385910511 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015142414486035705 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015142414486035705, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015142414486035705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20432953536510468, + 0.06346139311790466, + 0.10228262096643448, + 0.07704787701368332, + 0.07618653029203415, + 0.07483388483524323, + 0.05376297980546951, + 0.11427256464958191, + 0.10941267013549805, + 0.1244100034236908 + ], + "top_frames": [ + 0, + 9, + 7 + ], + "selected_reward": -0.0015142414486035705 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809156268835068 + ], + "opposite_logprob_tokens": [ + -3.2880916595458984 + ], + "logprob_reward": -0.03809156268835068, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809156268835068, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07943032681941986, + 0.06327061355113983, + 0.18296222388744354, + 0.11627913266420364, + 0.06267674267292023, + 0.04133402183651924, + 0.054793182760477066, + 0.03637518733739853, + 0.2056823968887329, + 0.15719616413116455 + ], + "top_frames": [ + 8, + 2, + 9 + ], + "selected_reward": -0.03809156268835068 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7577740550041199 + ], + "opposite_logprob_tokens": [ + -0.6327740550041199 + ], + "logprob_reward": -0.7577740550041199, + "yes_no_margin_reward": -0.125, + "token_credit_reward": -0.7577740550041199, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08578924834728241, + 0.0918097272515297, + 0.06614798307418823, + 0.05566349998116493, + 0.12064504623413086, + 0.10738425701856613, + 0.12361729890108109, + 0.09270723164081573, + 0.15158632397651672, + 0.1046493649482727 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.7577740550041199 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + }, + { + "prompt": "slow, close-up shot initially focuses on a mirror-like, deep, matte black barrier that nearly fills the entire frame, creating an atmosphere of absolute silence and oppression. Suddenly, a complex design composed entirely of luminous text and abstract shapes violently crashes through the barrier. This design, composed of sharp geometric lines and dynamic particle streams, interweaves with luminous text that appears composed of pure energy, also emitting a strong cyan glow. At the moment of impact, the black barrier shatters, shattering into countless sharp, glassy fragments of varying sizes. In slow motion, these fragments violently fly toward the camera, tumbling and spinning through the air. The entire scene is bathed in a cinematic, cool blue light. The luminous design itself serves as the sole source of light, casting a frosty blue light that creates rapidly flickering highlights on the sharp edges of the flying fragments, while the fragments themselves trail blurred motion. As the camera moves forward steadily and continuously, the audience seems to be traveling through this storm of light and debris. The entire picture is full of intense, high-tech and visually impactful dynamic beauty.", + "seed": 16720, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_0/index_8554_seed_16720_dp_1_rank_2_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 0, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.21852927606087177, + "vlm_logprob": -0.21852927606087177, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.21852927606087177, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20183096826076508 + ], + "opposite_logprob_tokens": [ + -1.7018309831619263 + ], + "logprob_reward": -0.20183096826076508, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20183096826076508, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18871985375881195, + 0.04197075963020325, + 0.052312757819890976, + 0.0439990870654583, + 0.042577341198921204, + 0.0385051965713501, + 0.0375208705663681, + 0.1833605319261551, + 0.26420164108276367, + 0.10683188587427139 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.20183096826076508 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033728644251823425 + ], + "opposite_logprob_tokens": [ + -3.40872859954834 + ], + "logprob_reward": -0.033728644251823425, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033728644251823425, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07172545045614243, + 0.0346936471760273, + 0.03177587315440178, + 0.06325066834688187, + 0.03087608888745308, + 0.03445511311292648, + 0.07916578650474548, + 0.1360325664281845, + 0.45290109515190125, + 0.06512362509965897 + ], + "top_frames": [ + 8, + 7, + 6 + ], + "selected_reward": -0.033728644251823425 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011806668480858207 + ], + "opposite_logprob_tokens": [ + -6.751180648803711 + ], + "logprob_reward": -0.0011806668480858207, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011806668480858207, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.075477734208107, + 0.018812239170074463, + 0.021641766652464867, + 0.10917595773935318, + 0.0341261625289917, + 0.06913665682077408, + 0.030144471675157547, + 0.05360506474971771, + 0.5271893739700317, + 0.06069057807326317 + ], + "top_frames": [ + 8, + 3, + 0 + ], + "selected_reward": -0.0011806668480858207 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02979704923927784 + ], + "opposite_logprob_tokens": [ + -3.529797077178955 + ], + "logprob_reward": -0.02979704923927784, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02979704923927784, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03623051941394806, + 0.016559693962335587, + 0.06282147765159607, + 0.044464386999607086, + 0.03061838261783123, + 0.05327446758747101, + 0.025730671361088753, + 0.0438990443944931, + 0.5988793969154358, + 0.0875220000743866 + ], + "top_frames": [ + 8, + 9, + 2 + ], + "selected_reward": -0.02979704923927784 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the scene begin with a matte black barrier filling nearly the entire frame?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a complex design of luminous text and abstract shapes shown crashing through the barrier?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Do the flying fragments appear as sharp, glassy shards emitting a strong cyan glow?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are the fragments shown tumbling and spinning while flying toward the camera in slow motion?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera move forward steadily and continuously through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.8261090517044067 + ], + "opposite_logprob_tokens": [ + -0.5761090517044067 + ], + "logprob_reward": -0.8261090517044067, + "yes_no_margin_reward": -0.25, + "token_credit_reward": -0.8261090517044067, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.04197351634502411, + 0.016821512952446938, + 0.025386467576026917, + 0.04331556335091591, + 0.04127931967377663, + 0.08853588253259659, + 0.020480217412114143, + 0.08374325186014175, + 0.12776663899421692, + 0.5106976628303528 + ], + "top_frames": [ + 9, + 8, + 5 + ], + "selected_reward": -0.8261090517044067 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "No" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_1/index_tensor([2893, 2893])_group_1_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_1/index_tensor([2893, 2893])_group_1_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ed347a866e561936f4b3f6c090f07a9e122bdfc6 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_1/index_tensor([2893, 2893])_group_1_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "centered, medium-length shot pans backward, perfectly synchronizing the steady descent of an impeccably dressed blond executive as he glides through the vast space between towering skyscrapers, rendered in ultra-detailed fashion. His platinum-blond hair is styled in a sharp, sleek undercut, emphasizing his chiseled jawline and calm, focused expression. He wears a tailored, fitted suit crafted from a dark charcoal nanofiber material that subtly shimmers with iridescent hues, its high, pencil-style collar lending him a stern, powerful silhouette. His controlled descent is steady and deliberate, his posture erect as he navigates the vertical chasm, creating a profound sense of cinematic power. The futuristic, Joker-esque cityscape serves as a stunning hologram-bathed environment; shimmering mallow fish and giant, translucent advertisements of cascading data streams drift through the air, casting vibrant, ever-shifting lights. The primary lighting comes from this relentless neon, framing his features and suit in fleeting shades of electric blue, fuchsia, and emerald green, creating a high-contrast, sober atmosphere of breathtaking technical grandeur and personal authority.", + "seed": 18408, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_1/index_2893_seed_18408_dp_2_rank_4_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05665646865963936, + "vlm_logprob": -0.05665646865963936, + "vlm_yes_no_margin": 2.975, + "vlm_token_credit": -0.05665646865963936, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.027078229933977127 + ], + "opposite_logprob_tokens": [ + -3.652078151702881 + ], + "logprob_reward": -0.027078229933977127, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.027078229933977127, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14653614163398743, + 0.10699551552534103, + 0.06773964315652847, + 0.13246513903141022, + 0.03548196703195572, + 0.15241634845733643, + 0.08080080896615982, + 0.05352400988340378, + 0.1685587614774704, + 0.0554816834628582 + ], + "top_frames": [ + 8, + 5, + 0 + ], + "selected_reward": -0.027078229933977127 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038113709539175034 + ], + "opposite_logprob_tokens": [ + -3.288113594055176 + ], + "logprob_reward": -0.038113709539175034, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038113709539175034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12279409915208817, + 0.05770308896899223, + 0.07438807934522629, + 0.13587895035743713, + 0.0347355455160141, + 0.2642821967601776, + 0.11384833604097366, + 0.10384523868560791, + 0.04793122410774231, + 0.044593218713998795 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.038113709539175034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11298111081123352 + ], + "opposite_logprob_tokens": [ + -2.237981081008911 + ], + "logprob_reward": -0.11298111081123352, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11298111081123352, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09141597896814346, + 0.08573471009731293, + 0.10087859630584717, + 0.07136762142181396, + 0.03150196000933647, + 0.3030646741390228, + 0.15156731009483337, + 0.10024353861808777, + 0.03679392486810684, + 0.027431689202785492 + ], + "top_frames": [ + 5, + 6, + 2 + ], + "selected_reward": -0.11298111081123352 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06205377355217934 + ], + "opposite_logprob_tokens": [ + -2.812053680419922 + ], + "logprob_reward": -0.06205377355217934, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06205377355217934, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3181551396846771, + 0.09530086815357208, + 0.07363486289978027, + 0.09436578303575516, + 0.046828240156173706, + 0.14592696726322174, + 0.08806440979242325, + 0.04434363543987274, + 0.045188792049884796, + 0.048191286623477936 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.06205377355217934 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043055519461631775 + ], + "opposite_logprob_tokens": [ + -3.168055534362793 + ], + "logprob_reward": -0.043055519461631775, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043055519461631775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15348786115646362, + 0.08565010130405426, + 0.10060645639896393, + 0.28002962470054626, + 0.042038511484861374, + 0.11177481710910797, + 0.08214933425188065, + 0.02930195815861225, + 0.06815529614686966, + 0.04680604487657547 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.043055519461631775 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "centered, medium-length shot pans backward, perfectly synchronizing the steady descent of an impeccably dressed blond executive as he glides through the vast space between towering skyscrapers, rendered in ultra-detailed fashion. His platinum-blond hair is styled in a sharp, sleek undercut, emphasizing his chiseled jawline and calm, focused expression. He wears a tailored, fitted suit crafted from a dark charcoal nanofiber material that subtly shimmers with iridescent hues, its high, pencil-style collar lending him a stern, powerful silhouette. His controlled descent is steady and deliberate, his posture erect as he navigates the vertical chasm, creating a profound sense of cinematic power. The futuristic, Joker-esque cityscape serves as a stunning hologram-bathed environment; shimmering mallow fish and giant, translucent advertisements of cascading data streams drift through the air, casting vibrant, ever-shifting lights. The primary lighting comes from this relentless neon, framing his features and suit in fleeting shades of electric blue, fuchsia, and emerald green, creating a high-contrast, sober atmosphere of breathtaking technical grandeur and personal authority.", + "seed": 18409, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_1/index_2893_seed_18409_dp_2_rank_4_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06768247038125992, + "vlm_logprob": -0.06768247038125992, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.06768247038125992, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07104562968015671 + ], + "opposite_logprob_tokens": [ + -2.6960456371307373 + ], + "logprob_reward": -0.07104562968015671, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07104562968015671, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10179368406534195, + 0.049506161361932755, + 0.06247102469205856, + 0.15165406465530396, + 0.03956329822540283, + 0.15241549909114838, + 0.10208404809236526, + 0.10669322311878204, + 0.16839629411697388, + 0.0654226765036583 + ], + "top_frames": [ + 8, + 5, + 3 + ], + "selected_reward": -0.07104562968015671 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023296110332012177 + ], + "opposite_logprob_tokens": [ + -3.7732961177825928 + ], + "logprob_reward": -0.023296110332012177, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023296110332012177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18478119373321533, + 0.0762268677353859, + 0.12948666512966156, + 0.04927106946706772, + 0.05978141725063324, + 0.16312238574028015, + 0.06455609947443008, + 0.06583663821220398, + 0.07691939175128937, + 0.13001826405525208 + ], + "top_frames": [ + 0, + 5, + 9 + ], + "selected_reward": -0.023296110332012177 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06207237392663956 + ], + "opposite_logprob_tokens": [ + -2.812072277069092 + ], + "logprob_reward": -0.06207237392663956, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06207237392663956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18545597791671753, + 0.04889877513051033, + 0.08727332204580307, + 0.06408558040857315, + 0.06027577444911003, + 0.3236033022403717, + 0.11243898421525955, + 0.03133200854063034, + 0.04248278588056564, + 0.04415348172187805 + ], + "top_frames": [ + 5, + 0, + 6 + ], + "selected_reward": -0.06207237392663956 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12705488502979279 + ], + "opposite_logprob_tokens": [ + -2.1270549297332764 + ], + "logprob_reward": -0.12705488502979279, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12705488502979279, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08897390961647034, + 0.05001209303736687, + 0.04200214147567749, + 0.047231972217559814, + 0.043328382074832916, + 0.17172668874263763, + 0.311501681804657, + 0.13001757860183716, + 0.04507216438651085, + 0.07013338059186935 + ], + "top_frames": [ + 6, + 5, + 7 + ], + "selected_reward": -0.12705488502979279 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054943352937698364 + ], + "opposite_logprob_tokens": [ + -2.929943323135376 + ], + "logprob_reward": -0.054943352937698364, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054943352937698364, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11274062097072601, + 0.05274475738406181, + 0.0664396733045578, + 0.09473836421966553, + 0.03948892652988434, + 0.25057581067085266, + 0.19616743922233582, + 0.04001053422689438, + 0.05111593380570412, + 0.09597796946763992 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.054943352937698364 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "centered, medium-length shot pans backward, perfectly synchronizing the steady descent of an impeccably dressed blond executive as he glides through the vast space between towering skyscrapers, rendered in ultra-detailed fashion. His platinum-blond hair is styled in a sharp, sleek undercut, emphasizing his chiseled jawline and calm, focused expression. He wears a tailored, fitted suit crafted from a dark charcoal nanofiber material that subtly shimmers with iridescent hues, its high, pencil-style collar lending him a stern, powerful silhouette. His controlled descent is steady and deliberate, his posture erect as he navigates the vertical chasm, creating a profound sense of cinematic power. The futuristic, Joker-esque cityscape serves as a stunning hologram-bathed environment; shimmering mallow fish and giant, translucent advertisements of cascading data streams drift through the air, casting vibrant, ever-shifting lights. The primary lighting comes from this relentless neon, framing his features and suit in fleeting shades of electric blue, fuchsia, and emerald green, creating a high-contrast, sober atmosphere of breathtaking technical grandeur and personal authority.", + "seed": 18410, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_1/index_2893_seed_18410_dp_3_rank_6_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.08912713751196862, + "vlm_logprob": -0.08912713751196862, + "vlm_yes_no_margin": 2.675, + "vlm_token_credit": -0.08912713751196862, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.034627463668584824 + ], + "opposite_logprob_tokens": [ + -3.4096274375915527 + ], + "logprob_reward": -0.034627463668584824, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.034627463668584824, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08350694179534912, + 0.04777655377984047, + 0.1547849029302597, + 0.1571371853351593, + 0.02648085728287697, + 0.04350167140364647, + 0.010676315985620022, + 0.19517533481121063, + 0.1649400144815445, + 0.11602019518613815 + ], + "top_frames": [ + 7, + 8, + 3 + ], + "selected_reward": -0.034627463668584824 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026353858411312103 + ], + "opposite_logprob_tokens": [ + -3.6513538360595703 + ], + "logprob_reward": -0.026353858411312103, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026353858411312103, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19914118945598602, + 0.05488891527056694, + 0.13329662382602692, + 0.04619261994957924, + 0.019404763355851173, + 0.033807601779699326, + 0.054290562868118286, + 0.046181321144104004, + 0.15783753991127014, + 0.254958838224411 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.026353858411312103 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08906116336584091 + ], + "opposite_logprob_tokens": [ + -2.4640612602233887 + ], + "logprob_reward": -0.08906116336584091, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08906116336584091, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09235138446092606, + 0.07408376783132553, + 0.10335281491279602, + 0.09078769385814667, + 0.036049775779247284, + 0.06481556594371796, + 0.1011146754026413, + 0.041360627859830856, + 0.17937491834163666, + 0.2167087197303772 + ], + "top_frames": [ + 9, + 8, + 2 + ], + "selected_reward": -0.08906116336584091 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.22558750212192535 + ], + "opposite_logprob_tokens": [ + -1.6005874872207642 + ], + "logprob_reward": -0.22558750212192535, + "yes_no_margin_reward": 1.375, + "token_credit_reward": -0.22558750212192535, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08076450973749161, + 0.06765860319137573, + 0.15562433004379272, + 0.04380190744996071, + 0.013578416779637337, + 0.02335219830274582, + 0.017124583944678307, + 0.010899369604885578, + 0.056515179574489594, + 0.5306808948516846 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.22558750212192535 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07000569999217987 + ], + "opposite_logprob_tokens": [ + -2.6950056552886963 + ], + "logprob_reward": -0.07000569999217987, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07000569999217987, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1723606288433075, + 0.07067236304283142, + 0.07933584600687027, + 0.0783364474773407, + 0.0324222557246685, + 0.03276721388101578, + 0.05515644699335098, + 0.15394598245620728, + 0.040567297488451004, + 0.28443557024002075 + ], + "top_frames": [ + 9, + 0, + 7 + ], + "selected_reward": -0.07000569999217987 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "centered, medium-length shot pans backward, perfectly synchronizing the steady descent of an impeccably dressed blond executive as he glides through the vast space between towering skyscrapers, rendered in ultra-detailed fashion. His platinum-blond hair is styled in a sharp, sleek undercut, emphasizing his chiseled jawline and calm, focused expression. He wears a tailored, fitted suit crafted from a dark charcoal nanofiber material that subtly shimmers with iridescent hues, its high, pencil-style collar lending him a stern, powerful silhouette. His controlled descent is steady and deliberate, his posture erect as he navigates the vertical chasm, creating a profound sense of cinematic power. The futuristic, Joker-esque cityscape serves as a stunning hologram-bathed environment; shimmering mallow fish and giant, translucent advertisements of cascading data streams drift through the air, casting vibrant, ever-shifting lights. The primary lighting comes from this relentless neon, framing his features and suit in fleeting shades of electric blue, fuchsia, and emerald green, creating a high-contrast, sober atmosphere of breathtaking technical grandeur and personal authority.", + "seed": 18411, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_1/index_2893_seed_18411_dp_3_rank_6_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 1, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0324395552277565, + "vlm_logprob": -0.0324395552277565, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.0324395552277565, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0187554731965065 + ], + "opposite_logprob_tokens": [ + -4.0187554359436035 + ], + "logprob_reward": -0.0187554731965065, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.0187554731965065, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05916718393564224, + 0.09124627709388733, + 0.021237889304757118, + 0.5667819976806641, + 0.052093904465436935, + 0.10236678272485733, + 0.04291948676109314, + 0.0205252505838871, + 0.009513343684375286, + 0.03414789214730263 + ], + "top_frames": [ + 3, + 5, + 1 + ], + "selected_reward": -0.0187554731965065 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058662846684456 + ], + "opposite_logprob_tokens": [ + -3.8955867290496826 + ], + "logprob_reward": -0.02058662846684456, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058662846684456, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4505077302455902, + 0.02304934710264206, + 0.019412290304899216, + 0.18543916940689087, + 0.017797408625483513, + 0.1911882907152176, + 0.040974605828523636, + 0.02199595794081688, + 0.011583354324102402, + 0.03805186599493027 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.02058662846684456 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05497460812330246 + ], + "opposite_logprob_tokens": [ + -2.9299745559692383 + ], + "logprob_reward": -0.05497460812330246, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05497460812330246, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.436237633228302, + 0.040470462292432785, + 0.02021319977939129, + 0.031516361981630325, + 0.022387288510799408, + 0.2826589345932007, + 0.09355539828538895, + 0.030077921226620674, + 0.017535869032144547, + 0.02534690871834755 + ], + "top_frames": [ + 0, + 5, + 6 + ], + "selected_reward": -0.05497460812330246 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809443116188049 + ], + "opposite_logprob_tokens": [ + -3.2880945205688477 + ], + "logprob_reward": -0.03809443116188049, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809443116188049, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10232405364513397, + 0.08226318657398224, + 0.020565364509820938, + 0.038298435509204865, + 0.03164547681808472, + 0.5531542301177979, + 0.07244839519262314, + 0.033741295337677, + 0.024770252406597137, + 0.04078925773501396 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.03809443116188049 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a blond executive with a sharp, sleek undercut hairstyle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the executive wearing a tailored dark charcoal suit with a high pencil-style collar?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the suit material shimmer with iridescent hues of electric blue, fuchsia, and emerald green?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the environment a futuristic cityscape featuring holographic advertisements and floating mallow fish?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera pan backward while the executive descends steadily through the space between skyscrapers?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02978663519024849 + ], + "opposite_logprob_tokens": [ + -3.5297865867614746 + ], + "logprob_reward": -0.02978663519024849, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02978663519024849, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15651284158229828, + 0.044771015644073486, + 0.06367693096399307, + 0.16495411098003387, + 0.04670960456132889, + 0.22629769146442413, + 0.09627944231033325, + 0.06686745584011078, + 0.029028261080384254, + 0.10490264743566513 + ], + "top_frames": [ + 5, + 3, + 0 + ], + "selected_reward": -0.02978663519024849 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_10/index_tensor([7891, 7891])_group_10_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_10/index_tensor([7891, 7891])_group_10_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..8deee9131194343244ac3db81b4f8fcb51514112 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_10/index_tensor([7891, 7891])_group_10_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In the style of Leonardo da Vinci's moving paintings, a high-angle camera slowly and steadily spirals downward, tracking the unicyclist's effortless descent down a grand spiral staircase. The entire scene is rendered in soft sfumato lighting, blurring the edges of the forms and creating a dreamy haze. The unicyclist, with neutral features and a serene, focused expression, is dressed in flowing Renaissance attire of sepia and burnt sienna, the heavy fabrics drawing the air in intricate, elegant folds. Their long, curly auburn hair is softly illuminated. They maintain perfect balance atop their unicycle, a seemingly Leonardo-esque invention crafted from dark, polished wood and wrought iron. With calm concentration, the unicyclist pedals steadily and deliberately, guiding their wheel down the broad, weathered stone steps of the monumental staircase. The background reveals the palace's vast, cavernous interior, its stone walls rendered in earthy, muted tones. Soft, diffuse light, seemingly coming from unseen high windows, penetrates the dusty air, casting long, soft shadows and highlighting the veins of the stone, creating an atmosphere of surreal, timeless beauty and quiet contemplation.", + "seed": 31803, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_10/index_7891_seed_31803_dp_20_rank_40_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.049631109740585086, + "vlm_logprob": -0.049631109740585086, + "vlm_yes_no_margin": 4.05, + "vlm_token_credit": -0.049631109740585086, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.19101379811763763 + ], + "opposite_logprob_tokens": [ + -1.8160138130187988 + ], + "logprob_reward": -0.19101379811763763, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.19101379811763763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46895623207092285, + 0.11741747707128525, + 0.08750735968351364, + 0.06907791644334793, + 0.04547864571213722, + 0.05817752704024315, + 0.028502263128757477, + 0.040632084012031555, + 0.04176643118262291, + 0.04248407483100891 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.19101379811763763 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003629170823842287 + ], + "opposite_logprob_tokens": [ + -5.628629207611084 + ], + "logprob_reward": -0.003629170823842287, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003629170823842287, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32488852739334106, + 0.12095356732606888, + 0.10211609303951263, + 0.06233792379498482, + 0.035247351974248886, + 0.09248679131269455, + 0.08689980953931808, + 0.060575518757104874, + 0.033456675708293915, + 0.08103768527507782 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.003629170823842287 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067411623895168304 + ], + "opposite_logprob_tokens": [ + -5.006741046905518 + ], + "logprob_reward": -0.0067411623895168304, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067411623895168304, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26465439796447754, + 0.2104741781949997, + 0.07813794910907745, + 0.030142929404973984, + 0.07222949713468552, + 0.09821056574583054, + 0.06028551608324051, + 0.05216492712497711, + 0.028727855533361435, + 0.10497219115495682 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0067411623895168304 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813574090600014 + ], + "opposite_logprob_tokens": [ + -3.2881357669830322 + ], + "logprob_reward": -0.03813574090600014, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813574090600014, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1800370216369629, + 0.15438179671764374, + 0.07186239957809448, + 0.11237869411706924, + 0.07288546115159988, + 0.16696307063102722, + 0.08875579386949539, + 0.05855344235897064, + 0.031668905168771744, + 0.06251341849565506 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.03813574090600014 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008635676465928555 + ], + "opposite_logprob_tokens": [ + -4.758635520935059 + ], + "logprob_reward": -0.008635676465928555, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008635676465928555, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3453993499279022, + 0.342715859413147, + 0.07054764032363892, + 0.08913194388151169, + 0.029963163658976555, + 0.031149011105298996, + 0.026088349521160126, + 0.014485152438282967, + 0.02098214253783226, + 0.029537394642829895 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.008635676465928555 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of Leonardo da Vinci's moving paintings, a high-angle camera slowly and steadily spirals downward, tracking the unicyclist's effortless descent down a grand spiral staircase. The entire scene is rendered in soft sfumato lighting, blurring the edges of the forms and creating a dreamy haze. The unicyclist, with neutral features and a serene, focused expression, is dressed in flowing Renaissance attire of sepia and burnt sienna, the heavy fabrics drawing the air in intricate, elegant folds. Their long, curly auburn hair is softly illuminated. They maintain perfect balance atop their unicycle, a seemingly Leonardo-esque invention crafted from dark, polished wood and wrought iron. With calm concentration, the unicyclist pedals steadily and deliberately, guiding their wheel down the broad, weathered stone steps of the monumental staircase. The background reveals the palace's vast, cavernous interior, its stone walls rendered in earthy, muted tones. Soft, diffuse light, seemingly coming from unseen high windows, penetrates the dusty air, casting long, soft shadows and highlighting the veins of the stone, creating an atmosphere of surreal, timeless beauty and quiet contemplation.", + "seed": 31804, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_10/index_7891_seed_31804_dp_20_rank_40_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.01422701170668006, + "vlm_logprob": -0.01422701170668006, + "vlm_yes_no_margin": 4.6, + "vlm_token_credit": -0.01422701170668006, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02463594824075699 + ], + "opposite_logprob_tokens": [ + -4.1496357917785645 + ], + "logprob_reward": -0.02463594824075699, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.02463594824075699, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12569405138492584, + 0.06481769680976868, + 0.04613010585308075, + 0.052418872714042664, + 0.048228103667497635, + 0.061359815299510956, + 0.023336874321103096, + 0.04033803567290306, + 0.48884719610214233, + 0.0488293431699276 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.02463594824075699 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003621806390583515 + ], + "opposite_logprob_tokens": [ + -5.628621578216553 + ], + "logprob_reward": -0.003621806390583515, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003621806390583515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18626976013183594, + 0.0814717710018158, + 0.09433449804782867, + 0.05023863539099693, + 0.07179689407348633, + 0.05918951705098152, + 0.04128603637218475, + 0.12304375320672989, + 0.24952398240566254, + 0.04284517467021942 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.003621806390583515 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783650748431683 + ], + "opposite_logprob_tokens": [ + -4.634783744812012 + ], + "logprob_reward": -0.009783650748431683, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783650748431683, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15900009870529175, + 0.08256835490465164, + 0.05155887082219124, + 0.04239732399582863, + 0.04379354044795036, + 0.04180765151977539, + 0.04978512227535248, + 0.15425032377243042, + 0.3453545570373535, + 0.029484130442142487 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.009783650748431683 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026363147422671318 + ], + "opposite_logprob_tokens": [ + -3.6513631343841553 + ], + "logprob_reward": -0.026363147422671318, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026363147422671318, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1929093897342682, + 0.05298040062189102, + 0.045017074793577194, + 0.04531117528676987, + 0.044536467641592026, + 0.07982271909713745, + 0.07181640714406967, + 0.0826353058218956, + 0.3607063889503479, + 0.024264637380838394 + ], + "top_frames": [ + 8, + 0, + 7 + ], + "selected_reward": -0.026363147422671318 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006730505730956793 + ], + "opposite_logprob_tokens": [ + -5.006730556488037 + ], + "logprob_reward": -0.006730505730956793, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006730505730956793, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47795799374580383, + 0.024971770122647285, + 0.019586021080613136, + 0.01575116440653801, + 0.01650121621787548, + 0.022748751565814018, + 0.02660653181374073, + 0.15949933230876923, + 0.21302630007266998, + 0.023350954055786133 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.006730505730956793 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of Leonardo da Vinci's moving paintings, a high-angle camera slowly and steadily spirals downward, tracking the unicyclist's effortless descent down a grand spiral staircase. The entire scene is rendered in soft sfumato lighting, blurring the edges of the forms and creating a dreamy haze. The unicyclist, with neutral features and a serene, focused expression, is dressed in flowing Renaissance attire of sepia and burnt sienna, the heavy fabrics drawing the air in intricate, elegant folds. Their long, curly auburn hair is softly illuminated. They maintain perfect balance atop their unicycle, a seemingly Leonardo-esque invention crafted from dark, polished wood and wrought iron. With calm concentration, the unicyclist pedals steadily and deliberately, guiding their wheel down the broad, weathered stone steps of the monumental staircase. The background reveals the palace's vast, cavernous interior, its stone walls rendered in earthy, muted tones. Soft, diffuse light, seemingly coming from unseen high windows, penetrates the dusty air, casting long, soft shadows and highlighting the veins of the stone, creating an atmosphere of surreal, timeless beauty and quiet contemplation.", + "seed": 31805, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_10/index_7891_seed_31805_dp_21_rank_42_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.023155834712088107, + "vlm_logprob": -0.023155834712088107, + "vlm_yes_no_margin": 4.15, + "vlm_token_credit": -0.023155834712088107, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04209441691637039 + ], + "opposite_logprob_tokens": [ + -3.2920944690704346 + ], + "logprob_reward": -0.04209441691637039, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.04209441691637039, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1423081010580063, + 0.24141651391983032, + 0.03411068394780159, + 0.05314638465642929, + 0.28031671047210693, + 0.05035122483968735, + 0.026537379249930382, + 0.05672293156385422, + 0.045710865408182144, + 0.06937917321920395 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.04209441691637039 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0052584195509552956 + ], + "opposite_logprob_tokens": [ + -5.255258560180664 + ], + "logprob_reward": -0.0052584195509552956, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.0052584195509552956, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13272151350975037, + 0.1740119457244873, + 0.02056458778679371, + 0.05614539608359337, + 0.18053501844406128, + 0.13817672431468964, + 0.042486246675252914, + 0.05900248885154724, + 0.09266918897628784, + 0.1036868542432785 + ], + "top_frames": [ + 4, + 1, + 5 + ], + "selected_reward": -0.0052584195509552956 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011077099479734898 + ], + "opposite_logprob_tokens": [ + -4.511076927185059 + ], + "logprob_reward": -0.011077099479734898, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011077099479734898, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23967216908931732, + 0.07517597824335098, + 0.0710483193397522, + 0.03039754182100296, + 0.15087230503559113, + 0.06118396297097206, + 0.04682626947760582, + 0.07027299702167511, + 0.13570623099803925, + 0.11884426325559616 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.011077099479734898 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04871734231710434 + ], + "opposite_logprob_tokens": [ + -3.0487172603607178 + ], + "logprob_reward": -0.04871734231710434, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04871734231710434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13021373748779297, + 0.19837790727615356, + 0.06771384924650192, + 0.03626403585076332, + 0.23743106424808502, + 0.07294455170631409, + 0.058658745139837265, + 0.052516065537929535, + 0.09213943034410477, + 0.05374062806367874 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.04871734231710434 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008631895296275616 + ], + "opposite_logprob_tokens": [ + -4.758631706237793 + ], + "logprob_reward": -0.008631895296275616, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008631895296275616, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23358672857284546, + 0.21582210063934326, + 0.12227867543697357, + 0.024253392592072487, + 0.1528567224740982, + 0.054438479244709015, + 0.018738018348813057, + 0.036247387528419495, + 0.05679623410105705, + 0.08498229086399078 + ], + "top_frames": [ + 0, + 1, + 4 + ], + "selected_reward": -0.008631895296275616 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In the style of Leonardo da Vinci's moving paintings, a high-angle camera slowly and steadily spirals downward, tracking the unicyclist's effortless descent down a grand spiral staircase. The entire scene is rendered in soft sfumato lighting, blurring the edges of the forms and creating a dreamy haze. The unicyclist, with neutral features and a serene, focused expression, is dressed in flowing Renaissance attire of sepia and burnt sienna, the heavy fabrics drawing the air in intricate, elegant folds. Their long, curly auburn hair is softly illuminated. They maintain perfect balance atop their unicycle, a seemingly Leonardo-esque invention crafted from dark, polished wood and wrought iron. With calm concentration, the unicyclist pedals steadily and deliberately, guiding their wheel down the broad, weathered stone steps of the monumental staircase. The background reveals the palace's vast, cavernous interior, its stone walls rendered in earthy, muted tones. Soft, diffuse light, seemingly coming from unseen high windows, penetrates the dusty air, casting long, soft shadows and highlighting the veins of the stone, creating an atmosphere of surreal, timeless beauty and quiet contemplation.", + "seed": 31806, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_10/index_7891_seed_31806_dp_21_rank_42_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 10, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.013628697581589222, + "vlm_logprob": -0.013628697581589222, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.013628697581589222, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.017364848405122757 + ], + "opposite_logprob_tokens": [ + -4.267364978790283 + ], + "logprob_reward": -0.017364848405122757, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.017364848405122757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15656737983226776, + 0.08006391674280167, + 0.05162680149078369, + 0.20506449043750763, + 0.05049469321966171, + 0.05500185117125511, + 0.08047129213809967, + 0.14631323516368866, + 0.038451068103313446, + 0.13594526052474976 + ], + "top_frames": [ + 3, + 0, + 7 + ], + "selected_reward": -0.017364848405122757 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864111352711916 + ], + "opposite_logprob_tokens": [ + -4.758641242980957 + ], + "logprob_reward": -0.00864111352711916, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864111352711916, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08710483461618423, + 0.030486764386296272, + 0.06673040241003036, + 0.034830015152692795, + 0.05857529491186142, + 0.2966931164264679, + 0.24131615459918976, + 0.08573276549577713, + 0.03645310178399086, + 0.06207752600312233 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -0.00864111352711916 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004638507030904293 + ], + "opposite_logprob_tokens": [ + -5.379638671875 + ], + "logprob_reward": -0.004638507030904293, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.004638507030904293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06142060086131096, + 0.04489738494157791, + 0.08794305473566055, + 0.04769505560398102, + 0.18313880264759064, + 0.12645301222801208, + 0.15368419885635376, + 0.1254407912492752, + 0.03241651877760887, + 0.1369106024503708 + ], + "top_frames": [ + 4, + 6, + 9 + ], + "selected_reward": -0.004638507030904293 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023312298581004143 + ], + "opposite_logprob_tokens": [ + -3.7733123302459717 + ], + "logprob_reward": -0.023312298581004143, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023312298581004143, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07406554371118546, + 0.03836191073060036, + 0.057715557515621185, + 0.15417133271694183, + 0.0873962789773941, + 0.1823263317346573, + 0.1025647222995758, + 0.19793801009655, + 0.01954634115099907, + 0.08591397851705551 + ], + "top_frames": [ + 7, + 5, + 3 + ], + "selected_reward": -0.023312298581004143 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera positioned at a high angle and spiraling downward?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a unicyclist visible descending a grand spiral staircase?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the unicyclist wearing flowing Renaissance attire in sepia and burnt sienna colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the unicycle crafted from dark polished wood and wrought iron?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene rendered with soft sfumato lighting creating a dreamy haze?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186720363795757 + ], + "opposite_logprob_tokens": [ + -4.264186859130859 + ], + "logprob_reward": -0.014186720363795757, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186720363795757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06237631291151047, + 0.06534764170646667, + 0.08125047385692596, + 0.23745739459991455, + 0.07121550291776657, + 0.08100610226392746, + 0.05636323243379593, + 0.2604321539402008, + 0.01975712738931179, + 0.06479400396347046 + ], + "top_frames": [ + 7, + 3, + 2 + ], + "selected_reward": -0.014186720363795757 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_11/index_tensor([3881, 3881])_group_11_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_11/index_tensor([3881, 3881])_group_11_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..08ea7d8418222cfafee5805257ae76bba958c7ec --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_11/index_tensor([3881, 3881])_group_11_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In Pixar-style animation, a static medium close-up depicts a profoundly intimate moment. A massive silverback gorilla, its form adorned with thick charcoal-black fur and a brilliant coat of silver-gray hair across its broad back, tenderly protects a tiny infant. His face, sculpted with soft wrinkles, is framed by kind, intelligent, deep brown eyes that exude wisdom and protectiveness. The infant nestles securely against his strong chest, its shaggy brown fur and large, curious eyes gazing out with innocent wonder. The silverback's muscular arms gently yet firmly wrap around his offspring, a thoughtful, unwavering gesture of protection. With its other hand, the infant playfully and curiously tugs at a dense green jungle vine dangling before them, its tiny fingers entwining the textured surface and gently pulling. The scene is set in a dense, mist-shrouded jungle, where scattered sunlight filters through the high treetops, casting ever-changing patterns of light and shadow on their forms. The desaturated color scheme used throughout the frame enhances the deep green of the leaves, creating a gentle, somber atmosphere that emphasizes the quiet, strong bond between parent and child.", + "seed": 4574, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_11/index_3881_seed_4574_dp_22_rank_44_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.10552200246602297, + "vlm_logprob": -0.10552200246602297, + "vlm_yes_no_margin": 3.0249999880790712, + "vlm_token_credit": -0.10552200246602297, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3517835736274719 + ], + "opposite_logprob_tokens": [ + -1.2267835140228271 + ], + "logprob_reward": -0.3517835736274719, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3517835736274719, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14741399884223938, + 0.08942656219005585, + 0.34487906098365784, + 0.038404691964387894, + 0.021925760433077812, + 0.04200498387217522, + 0.1294986456632614, + 0.019456826150417328, + 0.12436486035585403, + 0.04262467473745346 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.3517835736274719 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129472553730011 + ], + "opposite_logprob_tokens": [ + -2.2379472255706787 + ], + "logprob_reward": -0.1129472553730011, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129472553730011, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02697082981467247, + 0.037976693361997604, + 0.35110852122306824, + 0.019607093185186386, + 0.011508708819746971, + 0.007576413918286562, + 0.018536299467086792, + 0.02455107495188713, + 0.4795670211315155, + 0.022597413510084152 + ], + "top_frames": [ + 8, + 2, + 1 + ], + "selected_reward": -0.1129472553730011 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747082807123661 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747082807123661, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747082807123661, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10914288461208344, + 0.05962606519460678, + 0.3936064839363098, + 0.08593910932540894, + 0.01219728123396635, + 0.024106653407216072, + 0.11540509015321732, + 0.03371628001332283, + 0.11482583731412888, + 0.051434267312288284 + ], + "top_frames": [ + 2, + 6, + 8 + ], + "selected_reward": -0.006747082807123661 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02633574604988098 + ], + "opposite_logprob_tokens": [ + -3.6513357162475586 + ], + "logprob_reward": -0.02633574604988098, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02633574604988098, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11387064307928085, + 0.09036485105752945, + 0.2554647624492645, + 0.07374604046344757, + 0.011345420964062214, + 0.0164369847625494, + 0.16224230825901031, + 0.03355647251009941, + 0.18018034100532532, + 0.06279227882623672 + ], + "top_frames": [ + 2, + 8, + 6 + ], + "selected_reward": -0.02633574604988098 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029796354472637177 + ], + "opposite_logprob_tokens": [ + -3.5297963619232178 + ], + "logprob_reward": -0.029796354472637177, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029796354472637177, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1454876959323883, + 0.11302140355110168, + 0.23993973433971405, + 0.11152836680412292, + 0.020330458879470825, + 0.01567142829298973, + 0.09257356822490692, + 0.04910741746425629, + 0.16720740497112274, + 0.04513246938586235 + ], + "top_frames": [ + 2, + 8, + 0 + ], + "selected_reward": -0.029796354472637177 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Pixar-style animation, a static medium close-up depicts a profoundly intimate moment. A massive silverback gorilla, its form adorned with thick charcoal-black fur and a brilliant coat of silver-gray hair across its broad back, tenderly protects a tiny infant. His face, sculpted with soft wrinkles, is framed by kind, intelligent, deep brown eyes that exude wisdom and protectiveness. The infant nestles securely against his strong chest, its shaggy brown fur and large, curious eyes gazing out with innocent wonder. The silverback's muscular arms gently yet firmly wrap around his offspring, a thoughtful, unwavering gesture of protection. With its other hand, the infant playfully and curiously tugs at a dense green jungle vine dangling before them, its tiny fingers entwining the textured surface and gently pulling. The scene is set in a dense, mist-shrouded jungle, where scattered sunlight filters through the high treetops, casting ever-changing patterns of light and shadow on their forms. The desaturated color scheme used throughout the frame enhances the deep green of the leaves, creating a gentle, somber atmosphere that emphasizes the quiet, strong bond between parent and child.", + "seed": 4575, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_11/index_3881_seed_4575_dp_22_rank_44_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13621362505946308, + "vlm_logprob": -0.13621362505946308, + "vlm_yes_no_margin": 3.575, + "vlm_token_credit": -0.13621362505946308, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4763002395629883 + ], + "opposite_logprob_tokens": [ + -0.9763002395629883 + ], + "logprob_reward": -0.4763002395629883, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4763002395629883, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.028214553371071815, + 0.34135690331459045, + 0.0633854791522026, + 0.0831078514456749, + 0.03263922408223152, + 0.14673201739788055, + 0.24919044971466064, + 0.012812213972210884, + 0.03171055018901825, + 0.01085074245929718 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.4763002395629883 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989951372146606 + ], + "opposite_logprob_tokens": [ + -1.8048994541168213 + ], + "logprob_reward": -0.17989951372146606, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989951372146606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03387262672185898, + 0.10832285135984421, + 0.022030364722013474, + 0.020553233101963997, + 0.07286599278450012, + 0.33164772391319275, + 0.23813030123710632, + 0.03197171911597252, + 0.10487011075019836, + 0.03573509305715561 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.17989951372146606 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011851914459839463 + ], + "opposite_logprob_tokens": [ + -6.751185417175293 + ], + "logprob_reward": -0.0011851914459839463, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011851914459839463, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04602862522006035, + 0.20989841222763062, + 0.05322401225566864, + 0.024688463658094406, + 0.0631473958492279, + 0.39579102396965027, + 0.10075818747282028, + 0.025173131376504898, + 0.03723416477441788, + 0.044056590646505356 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.0011851914459839463 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606121100485325 + ], + "opposite_logprob_tokens": [ + -4.141061305999756 + ], + "logprob_reward": -0.01606121100485325, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606121100485325, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04898090660572052, + 0.06550438702106476, + 0.05569490045309067, + 0.03795634210109711, + 0.05556121841073036, + 0.5377863049507141, + 0.15635530650615692, + 0.009885957464575768, + 0.013777503743767738, + 0.018497154116630554 + ], + "top_frames": [ + 5, + 6, + 1 + ], + "selected_reward": -0.01606121100485325 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007621969562023878 + ], + "opposite_logprob_tokens": [ + -4.882621765136719 + ], + "logprob_reward": -0.007621969562023878, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007621969562023878, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.023374157026410103, + 0.1729341596364975, + 0.052563026547431946, + 0.07504867762327194, + 0.26447081565856934, + 0.18511182069778442, + 0.12581117451190948, + 0.04442193731665611, + 0.04121233895421028, + 0.015051871538162231 + ], + "top_frames": [ + 4, + 5, + 1 + ], + "selected_reward": -0.007621969562023878 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Pixar-style animation, a static medium close-up depicts a profoundly intimate moment. A massive silverback gorilla, its form adorned with thick charcoal-black fur and a brilliant coat of silver-gray hair across its broad back, tenderly protects a tiny infant. His face, sculpted with soft wrinkles, is framed by kind, intelligent, deep brown eyes that exude wisdom and protectiveness. The infant nestles securely against his strong chest, its shaggy brown fur and large, curious eyes gazing out with innocent wonder. The silverback's muscular arms gently yet firmly wrap around his offspring, a thoughtful, unwavering gesture of protection. With its other hand, the infant playfully and curiously tugs at a dense green jungle vine dangling before them, its tiny fingers entwining the textured surface and gently pulling. The scene is set in a dense, mist-shrouded jungle, where scattered sunlight filters through the high treetops, casting ever-changing patterns of light and shadow on their forms. The desaturated color scheme used throughout the frame enhances the deep green of the leaves, creating a gentle, somber atmosphere that emphasizes the quiet, strong bond between parent and child.", + "seed": 4576, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_11/index_3881_seed_4576_dp_23_rank_46_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.15731474780477583, + "vlm_logprob": -0.15731474780477583, + "vlm_yes_no_margin": 3.475, + "vlm_token_credit": -0.15731474780477583, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6959500312805176 + ], + "opposite_logprob_tokens": [ + -0.6959500312805176 + ], + "logprob_reward": -0.6959500312805176, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6959500312805176, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.30175232887268066, + 0.13367070257663727, + 0.05959546938538551, + 0.04068036749958992, + 0.024774160236120224, + 0.06814651936292648, + 0.10125403106212616, + 0.046951860189437866, + 0.06796771287918091, + 0.15520673990249634 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.6959500312805176 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.062086042016744614 + ], + "opposite_logprob_tokens": [ + -2.8120861053466797 + ], + "logprob_reward": -0.062086042016744614, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.062086042016744614, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21790258586406708, + 0.20955878496170044, + 0.06283148378133774, + 0.03667280450463295, + 0.049121420830488205, + 0.04283125698566437, + 0.05310172215104103, + 0.06971392035484314, + 0.19538237154483795, + 0.0628836527466774 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.062086042016744614 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036237069871276617 + ], + "opposite_logprob_tokens": [ + -5.6286234855651855 + ], + "logprob_reward": -0.0036237069871276617, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036237069871276617, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.353534460067749, + 0.18467962741851807, + 0.0638185665011406, + 0.058198366314172745, + 0.030156975612044334, + 0.03326413407921791, + 0.04333866015076637, + 0.05642441287636757, + 0.04348805546760559, + 0.13309673964977264 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.0036237069871276617 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006731571163982153 + ], + "opposite_logprob_tokens": [ + -5.0067315101623535 + ], + "logprob_reward": -0.006731571163982153, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006731571163982153, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23621757328510284, + 0.11152425408363342, + 0.11105336248874664, + 0.07186318933963776, + 0.03458290919661522, + 0.05033842846751213, + 0.1319209486246109, + 0.07766012102365494, + 0.02656937576830387, + 0.1482698917388916 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.006731571163982153 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018182387575507164 + ], + "opposite_logprob_tokens": [ + -4.018182277679443 + ], + "logprob_reward": -0.018182387575507164, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018182387575507164, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2624956965446472, + 0.11683803051710129, + 0.1701684296131134, + 0.05879201740026474, + 0.08269453793764114, + 0.038213182240724564, + 0.03028734028339386, + 0.09172122180461884, + 0.05064074322581291, + 0.09814879298210144 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018182387575507164 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In Pixar-style animation, a static medium close-up depicts a profoundly intimate moment. A massive silverback gorilla, its form adorned with thick charcoal-black fur and a brilliant coat of silver-gray hair across its broad back, tenderly protects a tiny infant. His face, sculpted with soft wrinkles, is framed by kind, intelligent, deep brown eyes that exude wisdom and protectiveness. The infant nestles securely against his strong chest, its shaggy brown fur and large, curious eyes gazing out with innocent wonder. The silverback's muscular arms gently yet firmly wrap around his offspring, a thoughtful, unwavering gesture of protection. With its other hand, the infant playfully and curiously tugs at a dense green jungle vine dangling before them, its tiny fingers entwining the textured surface and gently pulling. The scene is set in a dense, mist-shrouded jungle, where scattered sunlight filters through the high treetops, casting ever-changing patterns of light and shadow on their forms. The desaturated color scheme used throughout the frame enhances the deep green of the leaves, creating a gentle, somber atmosphere that emphasizes the quiet, strong bond between parent and child.", + "seed": 4577, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_11/index_3881_seed_4577_dp_23_rank_46_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 11, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.0997373160906136, + "vlm_logprob": -0.0997373160906136, + "vlm_yes_no_margin": 3.625, + "vlm_token_credit": -0.0997373160906136, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31570109724998474 + ], + "opposite_logprob_tokens": [ + -1.3157011270523071 + ], + "logprob_reward": -0.31570109724998474, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31570109724998474, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.8047271966934204, + 0.09046056866645813, + 0.031723517924547195, + 0.009640195406973362, + 0.008778560906648636, + 0.004342153202742338, + 0.008546720258891582, + 0.015482142567634583, + 0.010736918076872826, + 0.015562093816697598 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.31570109724998474 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603633314371109 + ], + "opposite_logprob_tokens": [ + -1.9103633165359497 + ], + "logprob_reward": -0.1603633314371109, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603633314371109, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6799389123916626, + 0.03887968510389328, + 0.11788935214281082, + 0.03426991403102875, + 0.00846063531935215, + 0.004864814691245556, + 0.005107976030558348, + 0.058509040623903275, + 0.019564585760235786, + 0.0325150229036808 + ], + "top_frames": [ + 0, + 2, + 7 + ], + "selected_reward": -0.1603633314371109 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002493369858711958 + ], + "opposite_logprob_tokens": [ + -6.002493381500244 + ], + "logprob_reward": -0.002493369858711958, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.002493369858711958, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4331246018409729, + 0.19540858268737793, + 0.1915517896413803, + 0.033250804990530014, + 0.02537226863205433, + 0.014676481485366821, + 0.013569856993854046, + 0.060936883091926575, + 0.010191718116402626, + 0.021917004138231277 + ], + "top_frames": [ + 0, + 1, + 2 + ], + "selected_reward": -0.002493369858711958 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005942178890109062 + ], + "opposite_logprob_tokens": [ + -5.130942344665527 + ], + "logprob_reward": -0.005942178890109062, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005942178890109062, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.7207732200622559, + 0.06139970198273659, + 0.07270438969135284, + 0.012870881706476212, + 0.008795962668955326, + 0.005172893404960632, + 0.0069445399567484856, + 0.07337256520986557, + 0.017649494111537933, + 0.020316312089562416 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.005942178890109062 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the visual style consistent with Pixar-style animation?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the shot a static medium close-up?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a massive silverback gorilla with charcoal-black fur and silver-gray hair visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a tiny infant with shaggy brown fur and large eyes nestling against the gorilla's chest?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the scene set in a dense, mist-shrouded jungle with scattered sunlight filtering through treetops?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014186603017151356 + ], + "opposite_logprob_tokens": [ + -4.264186382293701 + ], + "logprob_reward": -0.014186603017151356, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014186603017151356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.897628664970398, + 0.00913283508270979, + 0.013397494331002235, + 0.007979349233210087, + 0.0018510097870603204, + 0.0009158200700767338, + 0.0011437549255788326, + 0.038084808737039566, + 0.0011473700869828463, + 0.028718851506710052 + ], + "top_frames": [ + 0, + 7, + 9 + ], + "selected_reward": -0.014186603017151356 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_12/index_tensor([1079, 1079])_group_12_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_12/index_tensor([1079, 1079])_group_12_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e5fb6d5a0671030fb544c8fafb0f6084e83e1335 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_12/index_tensor([1079, 1079])_group_12_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "striking low-angle close-up captures the end of a bowling alley, bathed in a deep blue hue. Spotlights from overhead cast sharp, elongated shadows across the highly polished black lane, while flickering neon lights in the background add an unsteady rhythm to the scene. A pristine white bowling pin stands still, its smooth surface reflecting a cool blue light, its red stripes striking. Suddenly, struck by a powerful force from off-screen, the pin, instead of falling, explodes instantly. First, a dazzling burst of electricity erupts from within, before shattering into countless sharp, crystalline fragments gleaming with energy. This explosion immediately triggers a violent chain reaction, sending a storm of debris crashing into neighboring pins with unstoppable force, triggering a series of even more violent and escalating explosions. In an instant, raging flames - a plasma energy stream with a blazing white core and a psychedelic purple edge - and high-speed flying debris merged into a destructive wave, roaring and engulfing the entire lane with highly stylized \"Love, Death & Robots\" animation visual effects. The violent interweaving of light and shadow pushed the entire picture to the extreme of the senses, creating a cold and spectacular doomsday atmosphere.", + "seed": 23176, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_12/index_1079_seed_23176_dp_24_rank_48_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01619749264791608, + "vlm_logprob": -0.01619749264791608, + "vlm_yes_no_margin": 4.425, + "vlm_token_credit": -0.01619749264791608, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.039769116789102554 + ], + "opposite_logprob_tokens": [ + -3.289769172668457 + ], + "logprob_reward": -0.039769116789102554, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.039769116789102554, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20822718739509583, + 0.06975997984409332, + 0.03901300206780434, + 0.0750584751367569, + 0.1715344488620758, + 0.035855408757925034, + 0.16016750037670135, + 0.1580783575773239, + 0.051331277936697006, + 0.03097435086965561 + ], + "top_frames": [ + 0, + 4, + 6 + ], + "selected_reward": -0.039769116789102554 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006752884481102228 + ], + "opposite_logprob_tokens": [ + -5.006752967834473 + ], + "logprob_reward": -0.006752884481102228, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006752884481102228, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4166446924209595, + 0.0339096337556839, + 0.01910877227783203, + 0.037754859775304794, + 0.22214436531066895, + 0.016461579129099846, + 0.04101425036787987, + 0.14361104369163513, + 0.045694224536418915, + 0.02365652471780777 + ], + "top_frames": [ + 0, + 4, + 7 + ], + "selected_reward": -0.006752884481102228 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057611756026745 + ], + "opposite_logprob_tokens": [ + -3.895576000213623 + ], + "logprob_reward": -0.02057611756026745, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057611756026745, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11571954935789108, + 0.0480065792798996, + 0.020986171439290047, + 0.030231868848204613, + 0.32154586911201477, + 0.012615831568837166, + 0.11689675599336624, + 0.1157267838716507, + 0.09157218784093857, + 0.12669844925403595 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.02057611756026745 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005251304246485233 + ], + "opposite_logprob_tokens": [ + -5.255251407623291 + ], + "logprob_reward": -0.005251304246485233, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005251304246485233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07101693004369736, + 0.042748160660266876, + 0.025529896840453148, + 0.025727221742272377, + 0.14196351170539856, + 0.022062059491872787, + 0.05424262583255768, + 0.10827666521072388, + 0.4000359773635864, + 0.10839702188968658 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.005251304246485233 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008638040162622929 + ], + "opposite_logprob_tokens": [ + -4.75863790512085 + ], + "logprob_reward": -0.008638040162622929, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008638040162622929, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10077406466007233, + 0.05473577231168747, + 0.02162664383649826, + 0.05631079897284508, + 0.2892570197582245, + 0.03993217274546623, + 0.059167180210351944, + 0.19658061861991882, + 0.15026122331619263, + 0.03135447949171066 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.008638040162622929 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking low-angle close-up captures the end of a bowling alley, bathed in a deep blue hue. Spotlights from overhead cast sharp, elongated shadows across the highly polished black lane, while flickering neon lights in the background add an unsteady rhythm to the scene. A pristine white bowling pin stands still, its smooth surface reflecting a cool blue light, its red stripes striking. Suddenly, struck by a powerful force from off-screen, the pin, instead of falling, explodes instantly. First, a dazzling burst of electricity erupts from within, before shattering into countless sharp, crystalline fragments gleaming with energy. This explosion immediately triggers a violent chain reaction, sending a storm of debris crashing into neighboring pins with unstoppable force, triggering a series of even more violent and escalating explosions. In an instant, raging flames - a plasma energy stream with a blazing white core and a psychedelic purple edge - and high-speed flying debris merged into a destructive wave, roaring and engulfing the entire lane with highly stylized \"Love, Death & Robots\" animation visual effects. The violent interweaving of light and shadow pushed the entire picture to the extreme of the senses, creating a cold and spectacular doomsday atmosphere.", + "seed": 23177, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_12/index_1079_seed_23177_dp_24_rank_48_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.025416448153555392, + "vlm_logprob": -0.025416448153555392, + "vlm_yes_no_margin": 3.875, + "vlm_token_credit": -0.025416448153555392, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06367866694927216 + ], + "opposite_logprob_tokens": [ + -2.813678741455078 + ], + "logprob_reward": -0.06367866694927216, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06367866694927216, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1340741068124771, + 0.09492132067680359, + 0.1593400090932846, + 0.07417358458042145, + 0.11302275210618973, + 0.08272375166416168, + 0.014487839303910732, + 0.021769938990473747, + 0.06975094228982925, + 0.23573574423789978 + ], + "top_frames": [ + 9, + 2, + 0 + ], + "selected_reward": -0.06367866694927216 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014219393022358418 + ], + "opposite_logprob_tokens": [ + -4.264219284057617 + ], + "logprob_reward": -0.014219393022358418, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014219393022358418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2849687337875366, + 0.07794654369354248, + 0.0594358928501606, + 0.04033852368593216, + 0.07022849470376968, + 0.06171951815485954, + 0.014431329444050789, + 0.032733380794525146, + 0.29236671328544617, + 0.06583082675933838 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.014219393022358418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057763561606407 + ], + "opposite_logprob_tokens": [ + -3.8955776691436768 + ], + "logprob_reward": -0.02057763561606407, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057763561606407, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0568694993853569, + 0.4414781928062439, + 0.1311550885438919, + 0.03363899886608124, + 0.03489021956920624, + 0.021309541538357735, + 0.04414721578359604, + 0.023193174973130226, + 0.12436725944280624, + 0.08895090967416763 + ], + "top_frames": [ + 1, + 2, + 8 + ], + "selected_reward": -0.02057763561606407 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537943199276924 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012537943199276924, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537943199276924, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0370081290602684, + 0.18509460985660553, + 0.06561240553855896, + 0.021605679765343666, + 0.0196567103266716, + 0.04315042123198509, + 0.02887839451432228, + 0.04160057008266449, + 0.5177846550941467, + 0.03960849717259407 + ], + "top_frames": [ + 8, + 1, + 2 + ], + "selected_reward": -0.012537943199276924 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016068601980805397 + ], + "opposite_logprob_tokens": [ + -4.141068458557129 + ], + "logprob_reward": -0.016068601980805397, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016068601980805397, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1275748908519745, + 0.1594722867012024, + 0.06691402196884155, + 0.03339819610118866, + 0.05478743463754654, + 0.1036638468503952, + 0.08137408643960953, + 0.02823520451784134, + 0.21697106957435608, + 0.1276090294122696 + ], + "top_frames": [ + 8, + 1, + 9 + ], + "selected_reward": -0.016068601980805397 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking low-angle close-up captures the end of a bowling alley, bathed in a deep blue hue. Spotlights from overhead cast sharp, elongated shadows across the highly polished black lane, while flickering neon lights in the background add an unsteady rhythm to the scene. A pristine white bowling pin stands still, its smooth surface reflecting a cool blue light, its red stripes striking. Suddenly, struck by a powerful force from off-screen, the pin, instead of falling, explodes instantly. First, a dazzling burst of electricity erupts from within, before shattering into countless sharp, crystalline fragments gleaming with energy. This explosion immediately triggers a violent chain reaction, sending a storm of debris crashing into neighboring pins with unstoppable force, triggering a series of even more violent and escalating explosions. In an instant, raging flames - a plasma energy stream with a blazing white core and a psychedelic purple edge - and high-speed flying debris merged into a destructive wave, roaring and engulfing the entire lane with highly stylized \"Love, Death & Robots\" animation visual effects. The violent interweaving of light and shadow pushed the entire picture to the extreme of the senses, creating a cold and spectacular doomsday atmosphere.", + "seed": 23178, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_12/index_1079_seed_23178_dp_25_rank_50_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.0172180887311697, + "vlm_logprob": -0.0172180887311697, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.0172180887311697, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06412710249423981 + ], + "opposite_logprob_tokens": [ + -2.814127206802368 + ], + "logprob_reward": -0.06412710249423981, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06412710249423981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2536947727203369, + 0.13333620131015778, + 0.05531811714172363, + 0.06477763503789902, + 0.0854203850030899, + 0.07839624583721161, + 0.07174800336360931, + 0.018710099160671234, + 0.024695688858628273, + 0.21390290558338165 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.06412710249423981 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006747201085090637 + ], + "opposite_logprob_tokens": [ + -5.006747245788574 + ], + "logprob_reward": -0.006747201085090637, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006747201085090637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2628341615200043, + 0.17392660677433014, + 0.06963570415973663, + 0.07572706043720245, + 0.09321920573711395, + 0.0814361497759819, + 0.03769129887223244, + 0.021832091733813286, + 0.02147575095295906, + 0.1622219830751419 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.006747201085090637 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005248458590358496 + ], + "opposite_logprob_tokens": [ + -5.255248546600342 + ], + "logprob_reward": -0.005248458590358496, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005248458590358496, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09341571480035782, + 0.11041530221700668, + 0.018486937507987022, + 0.022466804832220078, + 0.47344446182250977, + 0.047433797270059586, + 0.05055193975567818, + 0.04182294383645058, + 0.016625037416815758, + 0.12533707916736603 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.005248458590358496 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0013337773270905018 + ], + "opposite_logprob_tokens": [ + -6.626333713531494 + ], + "logprob_reward": -0.0013337773270905018, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0013337773270905018, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17820005118846893, + 0.11112156510353088, + 0.022803165018558502, + 0.04114707186818123, + 0.11715398728847504, + 0.16472165286540985, + 0.07596888393163681, + 0.06300413608551025, + 0.039127860218286514, + 0.1867516040802002 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.0013337773270905018 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008633904159069061 + ], + "opposite_logprob_tokens": [ + -4.758634090423584 + ], + "logprob_reward": -0.008633904159069061, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008633904159069061, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16637514531612396, + 0.0857827439904213, + 0.016875946894288063, + 0.04342581704258919, + 0.04328645020723343, + 0.11923359334468842, + 0.058927394449710846, + 0.06186209246516228, + 0.04887581616640091, + 0.35535502433776855 + ], + "top_frames": [ + 9, + 0, + 5 + ], + "selected_reward": -0.008633904159069061 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "striking low-angle close-up captures the end of a bowling alley, bathed in a deep blue hue. Spotlights from overhead cast sharp, elongated shadows across the highly polished black lane, while flickering neon lights in the background add an unsteady rhythm to the scene. A pristine white bowling pin stands still, its smooth surface reflecting a cool blue light, its red stripes striking. Suddenly, struck by a powerful force from off-screen, the pin, instead of falling, explodes instantly. First, a dazzling burst of electricity erupts from within, before shattering into countless sharp, crystalline fragments gleaming with energy. This explosion immediately triggers a violent chain reaction, sending a storm of debris crashing into neighboring pins with unstoppable force, triggering a series of even more violent and escalating explosions. In an instant, raging flames - a plasma energy stream with a blazing white core and a psychedelic purple edge - and high-speed flying debris merged into a destructive wave, roaring and engulfing the entire lane with highly stylized \"Love, Death & Robots\" animation visual effects. The violent interweaving of light and shadow pushed the entire picture to the extreme of the senses, creating a cold and spectacular doomsday atmosphere.", + "seed": 23179, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_12/index_1079_seed_23179_dp_25_rank_50_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 12, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.019158914871513843, + "vlm_logprob": -0.019158914871513843, + "vlm_yes_no_margin": 4.175, + "vlm_token_credit": -0.019158914871513843, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04934048652648926 + ], + "opposite_logprob_tokens": [ + -3.0493404865264893 + ], + "logprob_reward": -0.04934048652648926, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04934048652648926, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1918141394853592, + 0.11391890048980713, + 0.11550357937812805, + 0.028134623542428017, + 0.060235295444726944, + 0.058136604726314545, + 0.023782743141055107, + 0.024955153465270996, + 0.07418748736381531, + 0.3093315362930298 + ], + "top_frames": [ + 9, + 0, + 2 + ], + "selected_reward": -0.04934048652648926 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008651750162243843 + ], + "opposite_logprob_tokens": [ + -4.7586517333984375 + ], + "logprob_reward": -0.008651750162243843, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008651750162243843, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16810481250286102, + 0.28650182485580444, + 0.038355857133865356, + 0.023574644699692726, + 0.03507205843925476, + 0.0337403304874897, + 0.013139710761606693, + 0.021595435217022896, + 0.11813228577375412, + 0.2617829144001007 + ], + "top_frames": [ + 1, + 9, + 0 + ], + "selected_reward": -0.008651750162243843 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011072972789406776 + ], + "opposite_logprob_tokens": [ + -4.511073112487793 + ], + "logprob_reward": -0.011072972789406776, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011072972789406776, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14788906276226044, + 0.13067317008972168, + 0.2905505895614624, + 0.03262728825211525, + 0.08402311056852341, + 0.029094360768795013, + 0.01861279271543026, + 0.02934379130601883, + 0.06525480002164841, + 0.17193101346492767 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.011072972789406776 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012538060545921326 + ], + "opposite_logprob_tokens": [ + -4.387537956237793 + ], + "logprob_reward": -0.012538060545921326, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012538060545921326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17261092364788055, + 0.3836800456047058, + 0.07174243777990341, + 0.03215128555893898, + 0.06476310640573502, + 0.06854547560214996, + 0.02845240756869316, + 0.08270519226789474, + 0.06477474421262741, + 0.030574358999729156 + ], + "top_frames": [ + 1, + 0, + 7 + ], + "selected_reward": -0.012538060545921326 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene a low-angle close-up of the end of a bowling alley?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene bathed in a deep blue hue with a pristine white bowling pin featuring red stripes?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the white bowling pin explode instantly into sharp, crystalline fragments instead of falling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the explosion trigger a chain reaction of debris and plasma energy streams with a white core and purple edge?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the visual style highly stylized resembling 'Love, Death & Robots' animation with extreme light and shadow contrast?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014191304333508015 + ], + "opposite_logprob_tokens": [ + -4.264191150665283 + ], + "logprob_reward": -0.014191304333508015, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014191304333508015, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1132139042019844, + 0.18657365441322327, + 0.031411416828632355, + 0.036526888608932495, + 0.05481613427400589, + 0.05540263280272484, + 0.026933761313557625, + 0.02378271520137787, + 0.06327510625123978, + 0.40806376934051514 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.014191304333508015 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_13/index_tensor([8089, 8089])_group_13_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_13/index_tensor([8089, 8089])_group_13_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..fc55492249e341ccd08f7b430b37fc36e4af4953 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_13/index_tensor([8089, 8089])_group_13_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "medium close-up shot, the camera tilting slowly downward from a slight angle, focuses on a gaunt, middle-aged Asian man seated in a dimly lit, quaint study. He wears a traditional dark blue silk robe with subtle embroidery, his hair meticulously tied back. Before him lies a pristine chessboard made of thick rosewood. The surface, patinated by age, bears a gentle scuffing at the edges. Scattered across it are pieces of smooth white jade and deep black jade. After a long moment of deep thought, his brow furrowed, his eyes intense and focused. Finally, his slender fingers slowly reach for the board, carefully and steadily picking up a cool black jade piece between his thumb and index finger. The texture of his skin on his fingertips contrasts sharply with the smooth texture of the jade. A soft sidelight filters through a wooden window frame covered with rice paper, precisely outlining the focused profile of his face, the folds of silk in his robe, and the highlights on the smooth surface of the chess pieces. In the background, a faint wisp of sandalwood smoke rises. The entire picture is rendered with realistic, high-detail textures, and the tones are calm and elegant, creating an atmosphere of profound concentration, tranquility, and classical Eastern philosophy.", + "seed": 4326, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_13/index_8089_seed_4326_dp_26_rank_52_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.016652893368154766, + "vlm_logprob": -0.016652893368154766, + "vlm_yes_no_margin": 4.35, + "vlm_token_credit": -0.016652893368154766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007196102291345596 + ], + "opposite_logprob_tokens": [ + -5.257195949554443 + ], + "logprob_reward": -0.007196102291345596, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.007196102291345596, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10031832754611969, + 0.04095502197742462, + 0.0246196947991848, + 0.03661342337727547, + 0.07553437352180481, + 0.19981946051120758, + 0.15262623131275177, + 0.1983691155910492, + 0.0686202421784401, + 0.1025240570306778 + ], + "top_frames": [ + 5, + 7, + 6 + ], + "selected_reward": -0.007196102291345596 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018217623233795166 + ], + "opposite_logprob_tokens": [ + -4.01821756362915 + ], + "logprob_reward": -0.018217623233795166, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018217623233795166, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15865615010261536, + 0.13507361710071564, + 0.01982862316071987, + 0.06873219460248947, + 0.066518634557724, + 0.18963636457920074, + 0.09017746895551682, + 0.1069692075252533, + 0.07373760640621185, + 0.0906701534986496 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.018217623233795166 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819690316915512 + ], + "opposite_logprob_tokens": [ + -4.018197059631348 + ], + "logprob_reward": -0.01819690316915512, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01819690316915512, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07512921094894409, + 0.03248161822557449, + 0.023724321275949478, + 0.025403400883078575, + 0.10975281149148941, + 0.0958026573061943, + 0.26174429059028625, + 0.11523254215717316, + 0.132867231965065, + 0.12786191701889038 + ], + "top_frames": [ + 6, + 8, + 9 + ], + "selected_reward": -0.01819690316915512 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03370893374085426 + ], + "opposite_logprob_tokens": [ + -3.4087090492248535 + ], + "logprob_reward": -0.03370893374085426, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03370893374085426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06339536607265472, + 0.0246057640761137, + 0.030080951750278473, + 0.029306290671229362, + 0.12439284473657608, + 0.08108983188867569, + 0.20128987729549408, + 0.09513969719409943, + 0.24271097779273987, + 0.10798841714859009 + ], + "top_frames": [ + 8, + 6, + 4 + ], + "selected_reward": -0.03370893374085426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005944904405623674 + ], + "opposite_logprob_tokens": [ + -5.130944728851318 + ], + "logprob_reward": -0.005944904405623674, + "yes_no_margin_reward": 5.125, + "token_credit_reward": -0.005944904405623674, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08189373463392258, + 0.02874607965350151, + 0.04814879968762398, + 0.048829302191734314, + 0.1130753606557846, + 0.11704827845096588, + 0.2860229015350342, + 0.1459866166114807, + 0.07727514207363129, + 0.052973825484514236 + ], + "top_frames": [ + 6, + 7, + 5 + ], + "selected_reward": -0.005944904405623674 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, the camera tilting slowly downward from a slight angle, focuses on a gaunt, middle-aged Asian man seated in a dimly lit, quaint study. He wears a traditional dark blue silk robe with subtle embroidery, his hair meticulously tied back. Before him lies a pristine chessboard made of thick rosewood. The surface, patinated by age, bears a gentle scuffing at the edges. Scattered across it are pieces of smooth white jade and deep black jade. After a long moment of deep thought, his brow furrowed, his eyes intense and focused. Finally, his slender fingers slowly reach for the board, carefully and steadily picking up a cool black jade piece between his thumb and index finger. The texture of his skin on his fingertips contrasts sharply with the smooth texture of the jade. A soft sidelight filters through a wooden window frame covered with rice paper, precisely outlining the focused profile of his face, the folds of silk in his robe, and the highlights on the smooth surface of the chess pieces. In the background, a faint wisp of sandalwood smoke rises. The entire picture is rendered with realistic, high-detail textures, and the tones are calm and elegant, creating an atmosphere of profound concentration, tranquility, and classical Eastern philosophy.", + "seed": 4327, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_13/index_8089_seed_4327_dp_26_rank_52_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.016343886591494085, + "vlm_logprob": -0.016343886591494085, + "vlm_yes_no_margin": 4.1999999523162845, + "vlm_token_credit": -0.016343886591494085, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008674676530063152 + ], + "opposite_logprob_tokens": [ + -5.008674621582031 + ], + "logprob_reward": -0.008674676530063152, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.008674676530063152, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1311931312084198, + 0.08531986176967621, + 0.020724114030599594, + 0.04376204311847687, + 0.05089794844388962, + 0.05072055384516716, + 0.2029440999031067, + 0.16302253305912018, + 0.21582724153995514, + 0.035588428378105164 + ], + "top_frames": [ + 8, + 6, + 7 + ], + "selected_reward": -0.008674676530063152 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020604845136404037 + ], + "opposite_logprob_tokens": [ + -3.8956048488616943 + ], + "logprob_reward": -0.020604845136404037, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020604845136404037, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13743647933006287, + 0.1784173846244812, + 0.043244730681180954, + 0.0259565357118845, + 0.034332457929849625, + 0.2068680077791214, + 0.14383730292320251, + 0.08560889214277267, + 0.06259247660636902, + 0.0817057266831398 + ], + "top_frames": [ + 5, + 1, + 6 + ], + "selected_reward": -0.020604845136404037 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018192455172538757 + ], + "opposite_logprob_tokens": [ + -4.018192291259766 + ], + "logprob_reward": -0.018192455172538757, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018192455172538757, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06305377930402756, + 0.04944634065032005, + 0.019983438774943352, + 0.01726985163986683, + 0.03407901152968407, + 0.1584172248840332, + 0.07417253404855728, + 0.0998016968369484, + 0.08731026202440262, + 0.39646580815315247 + ], + "top_frames": [ + 9, + 5, + 7 + ], + "selected_reward": -0.018192455172538757 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018189411610364914 + ], + "opposite_logprob_tokens": [ + -4.018189430236816 + ], + "logprob_reward": -0.018189411610364914, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018189411610364914, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.045203421264886856, + 0.03796442970633507, + 0.014700307510793209, + 0.022112993523478508, + 0.036685872822999954, + 0.10999257862567902, + 0.06127963215112686, + 0.12067528814077377, + 0.13374312222003937, + 0.41764235496520996 + ], + "top_frames": [ + 9, + 8, + 7 + ], + "selected_reward": -0.018189411610364914 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016058044508099556 + ], + "opposite_logprob_tokens": [ + -4.141057968139648 + ], + "logprob_reward": -0.016058044508099556, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016058044508099556, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05142837017774582, + 0.042902249842882156, + 0.021226204931735992, + 0.04165429249405861, + 0.17534251511096954, + 0.21344785392284393, + 0.2191964089870453, + 0.13110417127609253, + 0.07077893614768982, + 0.032919056713581085 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.016058044508099556 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, the camera tilting slowly downward from a slight angle, focuses on a gaunt, middle-aged Asian man seated in a dimly lit, quaint study. He wears a traditional dark blue silk robe with subtle embroidery, his hair meticulously tied back. Before him lies a pristine chessboard made of thick rosewood. The surface, patinated by age, bears a gentle scuffing at the edges. Scattered across it are pieces of smooth white jade and deep black jade. After a long moment of deep thought, his brow furrowed, his eyes intense and focused. Finally, his slender fingers slowly reach for the board, carefully and steadily picking up a cool black jade piece between his thumb and index finger. The texture of his skin on his fingertips contrasts sharply with the smooth texture of the jade. A soft sidelight filters through a wooden window frame covered with rice paper, precisely outlining the focused profile of his face, the folds of silk in his robe, and the highlights on the smooth surface of the chess pieces. In the background, a faint wisp of sandalwood smoke rises. The entire picture is rendered with realistic, high-detail textures, and the tones are calm and elegant, creating an atmosphere of profound concentration, tranquility, and classical Eastern philosophy.", + "seed": 4328, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_13/index_8089_seed_4328_dp_27_rank_54_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.021452994644641878, + "vlm_logprob": -0.021452994644641878, + "vlm_yes_no_margin": 3.95, + "vlm_token_credit": -0.021452994644641878, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02037663571536541 + ], + "opposite_logprob_tokens": [ + -4.020376682281494 + ], + "logprob_reward": -0.02037663571536541, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.02037663571536541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1220637857913971, + 0.06888182461261749, + 0.06858333200216293, + 0.10388250648975372, + 0.16734415292739868, + 0.16583766043186188, + 0.06403148919343948, + 0.06630417704582214, + 0.12442672252655029, + 0.048644378781318665 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.02037663571536541 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02637173980474472 + ], + "opposite_logprob_tokens": [ + -3.651371717453003 + ], + "logprob_reward": -0.02637173980474472, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.02637173980474472, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20120206475257874, + 0.0583256334066391, + 0.09429895877838135, + 0.10994232445955276, + 0.20215319097042084, + 0.041546646505594254, + 0.08058997988700867, + 0.07346593588590622, + 0.10628937184810638, + 0.03218591958284378 + ], + "top_frames": [ + 4, + 0, + 3 + ], + "selected_reward": -0.02637173980474472 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008641822263598442 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.008641822263598442, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008641822263598442, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05872010439634323, + 0.03199681639671326, + 0.07355207949876785, + 0.031007837504148483, + 0.16610558331012726, + 0.13550014793872833, + 0.14512990415096283, + 0.07121105492115021, + 0.12570546567440033, + 0.16107098758220673 + ], + "top_frames": [ + 4, + 9, + 6 + ], + "selected_reward": -0.008641822263598442 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369671851396561 + ], + "opposite_logprob_tokens": [ + -3.4086966514587402 + ], + "logprob_reward": -0.03369671851396561, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369671851396561, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06315211206674576, + 0.03471015393733978, + 0.032513268291950226, + 0.04859742149710655, + 0.15642862021923065, + 0.12236954271793365, + 0.4084335267543793, + 0.04740302264690399, + 0.04176320135593414, + 0.04462919384241104 + ], + "top_frames": [ + 6, + 4, + 5 + ], + "selected_reward": -0.03369671851396561 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018178056925535202 + ], + "opposite_logprob_tokens": [ + -4.0181779861450195 + ], + "logprob_reward": -0.018178056925535202, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018178056925535202, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03559622913599014, + 0.03654602915048599, + 0.06352495402097702, + 0.1197841539978981, + 0.09877148270606995, + 0.16146819293498993, + 0.06814158707857132, + 0.16416983306407928, + 0.23609061539173126, + 0.01590687781572342 + ], + "top_frames": [ + 8, + 7, + 5 + ], + "selected_reward": -0.018178056925535202 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "medium close-up shot, the camera tilting slowly downward from a slight angle, focuses on a gaunt, middle-aged Asian man seated in a dimly lit, quaint study. He wears a traditional dark blue silk robe with subtle embroidery, his hair meticulously tied back. Before him lies a pristine chessboard made of thick rosewood. The surface, patinated by age, bears a gentle scuffing at the edges. Scattered across it are pieces of smooth white jade and deep black jade. After a long moment of deep thought, his brow furrowed, his eyes intense and focused. Finally, his slender fingers slowly reach for the board, carefully and steadily picking up a cool black jade piece between his thumb and index finger. The texture of his skin on his fingertips contrasts sharply with the smooth texture of the jade. A soft sidelight filters through a wooden window frame covered with rice paper, precisely outlining the focused profile of his face, the folds of silk in his robe, and the highlights on the smooth surface of the chess pieces. In the background, a faint wisp of sandalwood smoke rises. The entire picture is rendered with realistic, high-detail textures, and the tones are calm and elegant, creating an atmosphere of profound concentration, tranquility, and classical Eastern philosophy.", + "seed": 4329, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_13/index_8089_seed_4329_dp_27_rank_54_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 13, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.04101015217602253, + "vlm_logprob": -0.04101015217602253, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.04101015217602253, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04122253507375717 + ], + "opposite_logprob_tokens": [ + -3.41622257232666 + ], + "logprob_reward": -0.04122253507375717, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.04122253507375717, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16403375566005707, + 0.06650420278310776, + 0.05342348292469978, + 0.02733517438173294, + 0.11390971392393112, + 0.10903336107730865, + 0.08103623241186142, + 0.23009519279003143, + 0.027525948360562325, + 0.12710291147232056 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.04122253507375717 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06218888238072395 + ], + "opposite_logprob_tokens": [ + -2.8121888637542725 + ], + "logprob_reward": -0.06218888238072395, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06218888238072395, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2776041626930237, + 0.07742921262979507, + 0.0419137142598629, + 0.12779970467090607, + 0.08430663496255875, + 0.07147014886140823, + 0.0919317677617073, + 0.07504002749919891, + 0.05683889612555504, + 0.09566576033830643 + ], + "top_frames": [ + 0, + 3, + 9 + ], + "selected_reward": -0.06218888238072395 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038123924285173416 + ], + "opposite_logprob_tokens": [ + -3.288123846054077 + ], + "logprob_reward": -0.038123924285173416, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038123924285173416, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06258706748485565, + 0.05433933436870575, + 0.05268822982907295, + 0.03262791782617569, + 0.11531870812177658, + 0.1411251425743103, + 0.037588149309158325, + 0.2391221672296524, + 0.18656179308891296, + 0.07804147899150848 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.038123924285173416 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029822273179888725 + ], + "opposite_logprob_tokens": [ + -3.52982234954834 + ], + "logprob_reward": -0.029822273179888725, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029822273179888725, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.027498332783579826, + 0.03837476298213005, + 0.06269019842147827, + 0.0642479956150055, + 0.07251351326704025, + 0.040310878306627274, + 0.04761337861418724, + 0.450668066740036, + 0.15165069699287415, + 0.04443209618330002 + ], + "top_frames": [ + 7, + 8, + 4 + ], + "selected_reward": -0.029822273179888725 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a medium close-up of a gaunt, middle-aged Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the man wearing a traditional dark blue silk robe with subtle embroidery?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is there a chessboard made of thick rosewood with a patinated surface and scuffing at the edges?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man's hand pick up a black jade chess piece between his thumb and index finger?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera tilt slowly downward from a slight angle?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369314596056938 + ], + "opposite_logprob_tokens": [ + -3.4086930751800537 + ], + "logprob_reward": -0.03369314596056938, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369314596056938, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.040712449699640274, + 0.023434201255440712, + 0.04288376495242119, + 0.033889781683683395, + 0.0735706016421318, + 0.05549997091293335, + 0.05582036077976227, + 0.5927570462226868, + 0.044196851551532745, + 0.03723498806357384 + ], + "top_frames": [ + 7, + 4, + 6 + ], + "selected_reward": -0.03369314596056938 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_14/index_tensor([9890, 9890])_group_14_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_14/index_tensor([9890, 9890])_group_14_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..315ff2043448e9fb1fb6788df434787008950791 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_14/index_tensor([9890, 9890])_group_14_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "fluid 360-degree panoramic shot, the camera slowly zooming out in orbit, reveals a majestic perspective of a massive alien spacecraft. Designed with a fusion of biomechanics and faceted crystalline structure, it hovers silently beneath a starry night sky. Composed of an unknown alloy resembling black obsidian, the vessel's surface shimmers with a faint iridescence, etched with intricate, self-luminous geometric patterns. A steady pulse of pale blue energy flows through it. From the center of the vessel's belly, a translucent cylindrical beam of pure energy, pulsating vertically towards the ground, shimmering with shimmering energy particles. At the core of this beam, a figure in a light gray hooded sweatshirt and dark jeans is being pulled upward at a steady, irresistible speed. His body floats helplessly within the beam, his limbs slightly extended, his head tilted back as if held by an invisible force, his long hair drifting weightlessly as if in water. His facial expression is blurred by the strong light, but his posture conveys a sense of utter powerlessness. This powerful light, the scene's sole primary source, casts the rising figure across the vast, barren rocky plain below, creating ever-shifting, elongated shadows. The beam's energy stirs up faint circles of dust on the ground. As the camera continues to circle and zoom out, the figure appears increasingly dwarfed by the vastness of the spacecraft. Set against a cool palette, the entire image is imbued with a sense of grandeur, mystery, and unsettling tranquility, evoking a sense of human insignificance and awe in the face of unknown cosmic forces.", + "seed": 2593, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_14/index_9890_seed_2593_dp_28_rank_56_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1585469027981162, + "vlm_logprob": -0.1585469027981162, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.1585469027981162, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.7027289271354675 + ], + "opposite_logprob_tokens": [ + -0.7027289271354675 + ], + "logprob_reward": -0.7027289271354675, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.7027289271354675, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.08461561799049377, + 0.04278639703989029, + 0.037839069962501526, + 0.10900525003671646, + 0.1131683960556984, + 0.1746872216463089, + 0.03071410395205021, + 0.039964813739061356, + 0.28549161553382874, + 0.08172746002674103 + ], + "top_frames": [ + 8, + 5, + 4 + ], + "selected_reward": -0.7027289271354675 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023316724225878716 + ], + "opposite_logprob_tokens": [ + -3.7733166217803955 + ], + "logprob_reward": -0.023316724225878716, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023316724225878716, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22057700157165527, + 0.06381452828645706, + 0.042614541947841644, + 0.09185787290334702, + 0.0257533248513937, + 0.06686382740736008, + 0.022620154544711113, + 0.014602609910070896, + 0.3778635561466217, + 0.0734325647354126 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.023316724225878716 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0549626462161541 + ], + "opposite_logprob_tokens": [ + -2.929962635040283 + ], + "logprob_reward": -0.0549626462161541, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.0549626462161541, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1794029027223587, + 0.07738815248012543, + 0.14618656039237976, + 0.08655901253223419, + 0.04461401328444481, + 0.10035650432109833, + 0.06119551509618759, + 0.05573676899075508, + 0.2030557096004486, + 0.04550489783287048 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.0549626462161541 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007633090019226074 + ], + "opposite_logprob_tokens": [ + -4.882633209228516 + ], + "logprob_reward": -0.007633090019226074, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007633090019226074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12361662089824677, + 0.028423072770237923, + 0.03969312831759453, + 0.061826806515455246, + 0.0435769259929657, + 0.09724099189043045, + 0.023582806810736656, + 0.020757485181093216, + 0.5445401072502136, + 0.016742069274187088 + ], + "top_frames": [ + 8, + 0, + 5 + ], + "selected_reward": -0.007633090019226074 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093126393854618 + ], + "opposite_logprob_tokens": [ + -5.504093170166016 + ], + "logprob_reward": -0.004093126393854618, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093126393854618, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1147482767701149, + 0.05197279155254364, + 0.024809416383504868, + 0.06334275007247925, + 0.07975688576698303, + 0.0725109651684761, + 0.03811224550008774, + 0.08391907066106796, + 0.3453487753868103, + 0.1254788339138031 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.004093126393854618 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree panoramic shot, the camera slowly zooming out in orbit, reveals a majestic perspective of a massive alien spacecraft. Designed with a fusion of biomechanics and faceted crystalline structure, it hovers silently beneath a starry night sky. Composed of an unknown alloy resembling black obsidian, the vessel's surface shimmers with a faint iridescence, etched with intricate, self-luminous geometric patterns. A steady pulse of pale blue energy flows through it. From the center of the vessel's belly, a translucent cylindrical beam of pure energy, pulsating vertically towards the ground, shimmering with shimmering energy particles. At the core of this beam, a figure in a light gray hooded sweatshirt and dark jeans is being pulled upward at a steady, irresistible speed. His body floats helplessly within the beam, his limbs slightly extended, his head tilted back as if held by an invisible force, his long hair drifting weightlessly as if in water. His facial expression is blurred by the strong light, but his posture conveys a sense of utter powerlessness. This powerful light, the scene's sole primary source, casts the rising figure across the vast, barren rocky plain below, creating ever-shifting, elongated shadows. The beam's energy stirs up faint circles of dust on the ground. As the camera continues to circle and zoom out, the figure appears increasingly dwarfed by the vastness of the spacecraft. Set against a cool palette, the entire image is imbued with a sense of grandeur, mystery, and unsettling tranquility, evoking a sense of human insignificance and awe in the face of unknown cosmic forces.", + "seed": 2594, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_14/index_9890_seed_2594_dp_28_rank_56_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.09805492982268334, + "vlm_logprob": -0.09805492982268334, + "vlm_yes_no_margin": 3.7, + "vlm_token_credit": -0.09805492982268334, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.43634435534477234 + ], + "opposite_logprob_tokens": [ + -1.0613443851470947 + ], + "logprob_reward": -0.43634435534477234, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.43634435534477234, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08069300651550293, + 0.1210532933473587, + 0.07598616182804108, + 0.2507503032684326, + 0.13924257457256317, + 0.144265279173851, + 0.031015142798423767, + 0.07469580322504044, + 0.04928642883896828, + 0.03301204741001129 + ], + "top_frames": [ + 3, + 5, + 4 + ], + "selected_reward": -0.43634435534477234 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00979604572057724 + ], + "opposite_logprob_tokens": [ + -4.634796142578125 + ], + "logprob_reward": -0.00979604572057724, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00979604572057724, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0888981968164444, + 0.1484711766242981, + 0.2121955156326294, + 0.14020557701587677, + 0.1367025226354599, + 0.046424973756074905, + 0.038739606738090515, + 0.10142077505588531, + 0.02442636713385582, + 0.0625152662396431 + ], + "top_frames": [ + 2, + 1, + 3 + ], + "selected_reward": -0.00979604572057724 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026346659287810326 + ], + "opposite_logprob_tokens": [ + -3.6513466835021973 + ], + "logprob_reward": -0.026346659287810326, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026346659287810326, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13030554354190826, + 0.08430221676826477, + 0.06868719309568405, + 0.2607417702674866, + 0.23152856528759003, + 0.05989348143339157, + 0.03369053825736046, + 0.05769788846373558, + 0.04022391885519028, + 0.03292889520525932 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.026346659287810326 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012537707574665546 + ], + "opposite_logprob_tokens": [ + -4.387537479400635 + ], + "logprob_reward": -0.012537707574665546, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012537707574665546, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0784522071480751, + 0.05915944278240204, + 0.06221715733408928, + 0.11700049787759781, + 0.3751883804798126, + 0.11087370663881302, + 0.034670278429985046, + 0.08909131586551666, + 0.025788720697164536, + 0.047558244317770004 + ], + "top_frames": [ + 4, + 3, + 5 + ], + "selected_reward": -0.012537707574665546 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249881185591221 + ], + "opposite_logprob_tokens": [ + -5.255249977111816 + ], + "logprob_reward": -0.005249881185591221, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249881185591221, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07743537425994873, + 0.2568528652191162, + 0.0668179914355278, + 0.2195291817188263, + 0.07952086627483368, + 0.07762029767036438, + 0.06231354549527168, + 0.04347667098045349, + 0.04522169381380081, + 0.07121153175830841 + ], + "top_frames": [ + 1, + 3, + 4 + ], + "selected_reward": -0.005249881185591221 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree panoramic shot, the camera slowly zooming out in orbit, reveals a majestic perspective of a massive alien spacecraft. Designed with a fusion of biomechanics and faceted crystalline structure, it hovers silently beneath a starry night sky. Composed of an unknown alloy resembling black obsidian, the vessel's surface shimmers with a faint iridescence, etched with intricate, self-luminous geometric patterns. A steady pulse of pale blue energy flows through it. From the center of the vessel's belly, a translucent cylindrical beam of pure energy, pulsating vertically towards the ground, shimmering with shimmering energy particles. At the core of this beam, a figure in a light gray hooded sweatshirt and dark jeans is being pulled upward at a steady, irresistible speed. His body floats helplessly within the beam, his limbs slightly extended, his head tilted back as if held by an invisible force, his long hair drifting weightlessly as if in water. His facial expression is blurred by the strong light, but his posture conveys a sense of utter powerlessness. This powerful light, the scene's sole primary source, casts the rising figure across the vast, barren rocky plain below, creating ever-shifting, elongated shadows. The beam's energy stirs up faint circles of dust on the ground. As the camera continues to circle and zoom out, the figure appears increasingly dwarfed by the vastness of the spacecraft. Set against a cool palette, the entire image is imbued with a sense of grandeur, mystery, and unsettling tranquility, evoking a sense of human insignificance and awe in the face of unknown cosmic forces.", + "seed": 2595, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_14/index_9890_seed_2595_dp_29_rank_58_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.1491107914596796, + "vlm_logprob": -0.1491107914596796, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.1491107914596796, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6411192417144775 + ], + "opposite_logprob_tokens": [ + -0.7661192417144775 + ], + "logprob_reward": -0.6411192417144775, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6411192417144775, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0951104387640953, + 0.06466621905565262, + 0.03147153928875923, + 0.07444724440574646, + 0.08124992996454239, + 0.12513285875320435, + 0.14835453033447266, + 0.1632550060749054, + 0.1280805617570877, + 0.0882316455245018 + ], + "top_frames": [ + 7, + 6, + 8 + ], + "selected_reward": -0.6411192417144775 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016094880178570747 + ], + "opposite_logprob_tokens": [ + -4.14109468460083 + ], + "logprob_reward": -0.016094880178570747, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016094880178570747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22030037641525269, + 0.1587172895669937, + 0.05210572108626366, + 0.04336841031908989, + 0.10923547297716141, + 0.03350435942411423, + 0.10152583569288254, + 0.0548868328332901, + 0.07263346016407013, + 0.15372224152088165 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.016094880178570747 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0789920836687088 + ], + "opposite_logprob_tokens": [ + -2.5789921283721924 + ], + "logprob_reward": -0.0789920836687088, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0789920836687088, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11180882155895233, + 0.051686566323041916, + 0.08979158103466034, + 0.058526694774627686, + 0.15032362937927246, + 0.08173414319753647, + 0.07310165464878082, + 0.06229516118764877, + 0.18365585803985596, + 0.13707582652568817 + ], + "top_frames": [ + 8, + 4, + 9 + ], + "selected_reward": -0.0789920836687088 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005254150368273258 + ], + "opposite_logprob_tokens": [ + -5.25525426864624 + ], + "logprob_reward": -0.005254150368273258, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005254150368273258, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12668520212173462, + 0.017566321417689323, + 0.05469828471541405, + 0.037386175245046616, + 0.190134197473526, + 0.26374131441116333, + 0.0506601519882679, + 0.0416550375521183, + 0.07104896754026413, + 0.14642438292503357 + ], + "top_frames": [ + 5, + 4, + 9 + ], + "selected_reward": -0.005254150368273258 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093601368367672 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.004093601368367672, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093601368367672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0986078605055809, + 0.06365464627742767, + 0.06799357384443283, + 0.040787652134895325, + 0.11536358296871185, + 0.06839655339717865, + 0.18591612577438354, + 0.08704894036054611, + 0.11895705759525299, + 0.15327401459217072 + ], + "top_frames": [ + 6, + 9, + 8 + ], + "selected_reward": -0.004093601368367672 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "fluid 360-degree panoramic shot, the camera slowly zooming out in orbit, reveals a majestic perspective of a massive alien spacecraft. Designed with a fusion of biomechanics and faceted crystalline structure, it hovers silently beneath a starry night sky. Composed of an unknown alloy resembling black obsidian, the vessel's surface shimmers with a faint iridescence, etched with intricate, self-luminous geometric patterns. A steady pulse of pale blue energy flows through it. From the center of the vessel's belly, a translucent cylindrical beam of pure energy, pulsating vertically towards the ground, shimmering with shimmering energy particles. At the core of this beam, a figure in a light gray hooded sweatshirt and dark jeans is being pulled upward at a steady, irresistible speed. His body floats helplessly within the beam, his limbs slightly extended, his head tilted back as if held by an invisible force, his long hair drifting weightlessly as if in water. His facial expression is blurred by the strong light, but his posture conveys a sense of utter powerlessness. This powerful light, the scene's sole primary source, casts the rising figure across the vast, barren rocky plain below, creating ever-shifting, elongated shadows. The beam's energy stirs up faint circles of dust on the ground. As the camera continues to circle and zoom out, the figure appears increasingly dwarfed by the vastness of the spacecraft. Set against a cool palette, the entire image is imbued with a sense of grandeur, mystery, and unsettling tranquility, evoking a sense of human insignificance and awe in the face of unknown cosmic forces.", + "seed": 2596, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_14/index_9890_seed_2596_dp_29_rank_58_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 14, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.12765225376933814, + "vlm_logprob": -0.12765225376933814, + "vlm_yes_no_margin": 3.7499999940395354, + "vlm_token_credit": -0.12765225376933814, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.48187270760536194 + ], + "opposite_logprob_tokens": [ + -0.9818726778030396 + ], + "logprob_reward": -0.48187270760536194, + "yes_no_margin_reward": 0.4999999701976776, + "token_credit_reward": -0.48187270760536194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07815676927566528, + 0.09358823299407959, + 0.05869131535291672, + 0.125296488404274, + 0.2912643849849701, + 0.16980670392513275, + 0.0464269258081913, + 0.06939462572336197, + 0.038041483610868454, + 0.029333090409636497 + ], + "top_frames": [ + 4, + 5, + 3 + ], + "selected_reward": -0.48187270760536194 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006750398315489292 + ], + "opposite_logprob_tokens": [ + -5.006750583648682 + ], + "logprob_reward": -0.006750398315489292, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.006750398315489292, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13203758001327515, + 0.300460547208786, + 0.07752124965190887, + 0.0715390145778656, + 0.13218441605567932, + 0.018402833491563797, + 0.07203704863786697, + 0.13444475829601288, + 0.015185808762907982, + 0.04618675261735916 + ], + "top_frames": [ + 1, + 7, + 4 + ], + "selected_reward": -0.006750398315489292 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1428326964378357 + ], + "opposite_logprob_tokens": [ + -2.0178327560424805 + ], + "logprob_reward": -0.1428326964378357, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.1428326964378357, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16915982961654663, + 0.09399167448282242, + 0.06337322294712067, + 0.16982032358646393, + 0.16371971368789673, + 0.04282979667186737, + 0.17597876489162445, + 0.042967524379491806, + 0.03248593956232071, + 0.045673150569200516 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.1428326964378357 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031928059179335833 + ], + "opposite_logprob_tokens": [ + -5.753192901611328 + ], + "logprob_reward": -0.0031928059179335833, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031928059179335833, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18448154628276825, + 0.12393990904092789, + 0.14740967750549316, + 0.2204972207546234, + 0.05383400619029999, + 0.024266989901661873, + 0.07860612124204636, + 0.06859228014945984, + 0.02462075464427471, + 0.07375144958496094 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.0031928059179335833 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera executing a fluid 360-degree orbit while slowly zooming out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a massive alien spacecraft visible with a fusion of biomechanical and faceted crystalline structures?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a figure wearing a light gray hooded sweatshirt and dark jeans being pulled upward by a translucent cylindrical energy beam?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the setting a vast, barren rocky plain under a starry night sky with a cool color palette?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the scene include a steady pulse of pale blue energy flowing through the spacecraft and faint circles of dust stirred on the ground?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036126605700701475 + ], + "opposite_logprob_tokens": [ + -5.628612518310547 + ], + "logprob_reward": -0.0036126605700701475, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036126605700701475, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15279407799243927, + 0.06770492345094681, + 0.0760149210691452, + 0.1148185133934021, + 0.14713236689567566, + 0.05180497094988823, + 0.1392410546541214, + 0.15063691139221191, + 0.02967342734336853, + 0.07017888128757477 + ], + "top_frames": [ + 0, + 7, + 4 + ], + "selected_reward": -0.0036126605700701475 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_15/index_tensor([9306, 9306])_group_15_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_15/index_tensor([9306, 9306])_group_15_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..509e1f6a7b25570d535d646c895a613aede311d9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_15/index_tensor([9306, 9306])_group_15_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extremely close-up, static profile shot captures a mass of tightly curled, coppery auburn hair. The entire mass sways and shakes with a delightful, springy motion, as if responding to a gentle, unseen movement, causing each individual cork curl to compress and then expand in a buoyant, rhythmic dance. Soft, directional light from the side shapes the scene, capturing the crest of each curl with warm golden highlights while casting deep, rich shadows in the gaps between strands, emphasizing the hair's incredible depth and texture. The background is completely blurred into a soft, warm-toned bokeh, ensuring that the movement of the hair remains the absolute focus. The overall atmosphere is intimate and carefree, and the entire scene is framed by a light, filmic, grainy texture that enhances its rich, tactile quality.", + "seed": 11923, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_15/index_9306_seed_11923_dp_30_rank_60_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.01159220077097416, + "vlm_logprob": -0.01159220077097416, + "vlm_yes_no_margin": 4.675, + "vlm_token_credit": -0.01159220077097416, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007922416552901268 + ], + "opposite_logprob_tokens": [ + -5.007922649383545 + ], + "logprob_reward": -0.007922416552901268, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.007922416552901268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.5339432954788208, + 0.028674907982349396, + 0.04819534718990326, + 0.040069449692964554, + 0.042662326246500015, + 0.06610967218875885, + 0.01649804599583149, + 0.10547096282243729, + 0.09270071238279343, + 0.025675280019640923 + ], + "top_frames": [ + 0, + 7, + 8 + ], + "selected_reward": -0.007922416552901268 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009808086790144444 + ], + "opposite_logprob_tokens": [ + -4.63480806350708 + ], + "logprob_reward": -0.009808086790144444, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009808086790144444, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.593029260635376, + 0.0448465533554554, + 0.03595713526010513, + 0.02952362224459648, + 0.01700551249086857, + 0.04368811473250389, + 0.02052880823612213, + 0.06897859275341034, + 0.09211094677448273, + 0.05433144420385361 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.009808086790144444 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026355018839240074 + ], + "opposite_logprob_tokens": [ + -3.651355028152466 + ], + "logprob_reward": -0.026355018839240074, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026355018839240074, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2410668581724167, + 0.08835374563932419, + 0.07824089378118515, + 0.12066791206598282, + 0.07972773164510727, + 0.10917522013187408, + 0.031113043427467346, + 0.10472334921360016, + 0.08216565102338791, + 0.06476558744907379 + ], + "top_frames": [ + 0, + 3, + 5 + ], + "selected_reward": -0.026355018839240074 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.004093601368367672 + ], + "opposite_logprob_tokens": [ + -5.504093647003174 + ], + "logprob_reward": -0.004093601368367672, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.004093601368367672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.301556795835495, + 0.0777924433350563, + 0.06272304803133011, + 0.029979556798934937, + 0.032277777791023254, + 0.1984221637248993, + 0.011937166564166546, + 0.21628372371196747, + 0.03693528473377228, + 0.032092053443193436 + ], + "top_frames": [ + 0, + 7, + 5 + ], + "selected_reward": -0.004093601368367672 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781880304217339 + ], + "opposite_logprob_tokens": [ + -4.634781837463379 + ], + "logprob_reward": -0.009781880304217339, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781880304217339, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.675666332244873, + 0.05004897341132164, + 0.02767307125031948, + 0.04058866575360298, + 0.05981781333684921, + 0.05315854027867317, + 0.010975274257361889, + 0.03349512815475464, + 0.033818602561950684, + 0.014757615514099598 + ], + "top_frames": [ + 0, + 4, + 5 + ], + "selected_reward": -0.009781880304217339 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static profile shot captures a mass of tightly curled, coppery auburn hair. The entire mass sways and shakes with a delightful, springy motion, as if responding to a gentle, unseen movement, causing each individual cork curl to compress and then expand in a buoyant, rhythmic dance. Soft, directional light from the side shapes the scene, capturing the crest of each curl with warm golden highlights while casting deep, rich shadows in the gaps between strands, emphasizing the hair's incredible depth and texture. The background is completely blurred into a soft, warm-toned bokeh, ensuring that the movement of the hair remains the absolute focus. The overall atmosphere is intimate and carefree, and the entire scene is framed by a light, filmic, grainy texture that enhances its rich, tactile quality.", + "seed": 11924, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_15/index_9306_seed_11924_dp_30_rank_60_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.02445836216211319, + "vlm_logprob": -0.02445836216211319, + "vlm_yes_no_margin": 4.224999952316284, + "vlm_token_credit": -0.02445836216211319, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005361582152545452 + ], + "opposite_logprob_tokens": [ + -5.380361557006836 + ], + "logprob_reward": -0.005361582152545452, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.005361582152545452, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2689781188964844, + 0.04782453551888466, + 0.025123214349150658, + 0.024543629959225655, + 0.06991838663816452, + 0.07738836109638214, + 0.33448326587677, + 0.06317123770713806, + 0.04504145309329033, + 0.043527793139219284 + ], + "top_frames": [ + 6, + 0, + 5 + ], + "selected_reward": -0.005361582152545452 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011098437942564487 + ], + "opposite_logprob_tokens": [ + -4.511098384857178 + ], + "logprob_reward": -0.011098437942564487, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011098437942564487, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23399145901203156, + 0.06506967544555664, + 0.07966039329767227, + 0.08849529176950455, + 0.11630869656801224, + 0.0939423218369484, + 0.14848387241363525, + 0.07435344159603119, + 0.044560015201568604, + 0.05513489618897438 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.011098437942564487 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07900442183017731 + ], + "opposite_logprob_tokens": [ + -2.5790045261383057 + ], + "logprob_reward": -0.07900442183017731, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07900442183017731, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19687458872795105, + 0.0777193233370781, + 0.09856642782688141, + 0.08673525601625443, + 0.1117251068353653, + 0.053198281675577164, + 0.2453245222568512, + 0.0357833206653595, + 0.05247107148170471, + 0.04160210117697716 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.07900442183017731 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00864158570766449 + ], + "opposite_logprob_tokens": [ + -4.758641719818115 + ], + "logprob_reward": -0.00864158570766449, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.00864158570766449, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1224091649055481, + 0.04969293996691704, + 0.09635133296251297, + 0.018774352967739105, + 0.04307354986667633, + 0.051406294107437134, + 0.25491437315940857, + 0.2165488302707672, + 0.13269174098968506, + 0.014137440361082554 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.00864158570766449 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018185783177614212 + ], + "opposite_logprob_tokens": [ + -4.018185615539551 + ], + "logprob_reward": -0.018185783177614212, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018185783177614212, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2414269894361496, + 0.12089337408542633, + 0.2080337554216385, + 0.09559363126754761, + 0.04828954488039017, + 0.05074385926127434, + 0.07692128419876099, + 0.054706599563360214, + 0.061734888702631, + 0.04165605083107948 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.018185783177614212 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static profile shot captures a mass of tightly curled, coppery auburn hair. The entire mass sways and shakes with a delightful, springy motion, as if responding to a gentle, unseen movement, causing each individual cork curl to compress and then expand in a buoyant, rhythmic dance. Soft, directional light from the side shapes the scene, capturing the crest of each curl with warm golden highlights while casting deep, rich shadows in the gaps between strands, emphasizing the hair's incredible depth and texture. The background is completely blurred into a soft, warm-toned bokeh, ensuring that the movement of the hair remains the absolute focus. The overall atmosphere is intimate and carefree, and the entire scene is framed by a light, filmic, grainy texture that enhances its rich, tactile quality.", + "seed": 11925, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_15/index_9306_seed_11925_dp_31_rank_62_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.009017105912789702, + "vlm_logprob": -0.009017105912789702, + "vlm_yes_no_margin": 4.875, + "vlm_token_credit": -0.009017105912789702, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036669413093477488 + ], + "opposite_logprob_tokens": [ + -6.003666877746582 + ], + "logprob_reward": -0.0036669413093477488, + "yes_no_margin_reward": 6.0, + "token_credit_reward": -0.0036669413093477488, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12941710650920868, + 0.07111889123916626, + 0.16869494318962097, + 0.043051935732364655, + 0.09482919424772263, + 0.06104949116706848, + 0.0356658436357975, + 0.2618643343448639, + 0.04764273390173912, + 0.08666545152664185 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.0036669413093477488 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009807142429053783 + ], + "opposite_logprob_tokens": [ + -4.634807109832764 + ], + "logprob_reward": -0.009807142429053783, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009807142429053783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1756049245595932, + 0.06110445782542229, + 0.21827851235866547, + 0.023996232077479362, + 0.17990131676197052, + 0.03849116712808609, + 0.14037750661373138, + 0.09214401245117188, + 0.03137163445353508, + 0.038730230182409286 + ], + "top_frames": [ + 2, + 4, + 0 + ], + "selected_reward": -0.009807142429053783 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009785421192646027 + ], + "opposite_logprob_tokens": [ + -4.6347856521606445 + ], + "logprob_reward": -0.009785421192646027, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009785421192646027, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1159815862774849, + 0.031610094010829926, + 0.14310359954833984, + 0.051684267818927765, + 0.029437880963087082, + 0.21130670607089996, + 0.06006082892417908, + 0.10484737157821655, + 0.047563690692186356, + 0.20440401136875153 + ], + "top_frames": [ + 5, + 9, + 2 + ], + "selected_reward": -0.009785421192646027 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00763084227219224 + ], + "opposite_logprob_tokens": [ + -4.882630825042725 + ], + "logprob_reward": -0.00763084227219224, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.00763084227219224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20968377590179443, + 0.0696631446480751, + 0.2144387811422348, + 0.06647086143493652, + 0.2237311601638794, + 0.08800278604030609, + 0.025790154933929443, + 0.02700401470065117, + 0.01777835376560688, + 0.05743692070245743 + ], + "top_frames": [ + 4, + 2, + 0 + ], + "selected_reward": -0.00763084227219224 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195182360708714 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014195182360708714, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195182360708714, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1385442465543747, + 0.04338732361793518, + 0.18048907816410065, + 0.026616055518388748, + 0.04206528514623642, + 0.10770657658576965, + 0.03554850444197655, + 0.29289382696151733, + 0.050700604915618896, + 0.08204849064350128 + ], + "top_frames": [ + 7, + 2, + 0 + ], + "selected_reward": -0.014195182360708714 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extremely close-up, static profile shot captures a mass of tightly curled, coppery auburn hair. The entire mass sways and shakes with a delightful, springy motion, as if responding to a gentle, unseen movement, causing each individual cork curl to compress and then expand in a buoyant, rhythmic dance. Soft, directional light from the side shapes the scene, capturing the crest of each curl with warm golden highlights while casting deep, rich shadows in the gaps between strands, emphasizing the hair's incredible depth and texture. The background is completely blurred into a soft, warm-toned bokeh, ensuring that the movement of the hair remains the absolute focus. The overall atmosphere is intimate and carefree, and the entire scene is framed by a light, filmic, grainy texture that enhances its rich, tactile quality.", + "seed": 11926, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_15/index_9306_seed_11926_dp_31_rank_62_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 15, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.02568682637065649, + "vlm_logprob": -0.02568682637065649, + "vlm_yes_no_margin": 4.725, + "vlm_token_credit": -0.02568682637065649, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0021452526561915874 + ], + "opposite_logprob_tokens": [ + -6.627145290374756 + ], + "logprob_reward": -0.0021452526561915874, + "yes_no_margin_reward": 6.625, + "token_credit_reward": -0.0021452526561915874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17190498113632202, + 0.06444524973630905, + 0.06828273087739944, + 0.056433774530887604, + 0.05609363317489624, + 0.06360377371311188, + 0.06429547071456909, + 0.18031401932239532, + 0.2016708254814148, + 0.07295556366443634 + ], + "top_frames": [ + 8, + 7, + 0 + ], + "selected_reward": -0.0021452526561915874 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005264585837721825 + ], + "opposite_logprob_tokens": [ + -5.255264759063721 + ], + "logprob_reward": -0.005264585837721825, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005264585837721825, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10805326700210571, + 0.042794451117515564, + 0.17113429307937622, + 0.06355584412813187, + 0.05200211703777313, + 0.09754181653261185, + 0.07803310453891754, + 0.1237601712346077, + 0.13939031958580017, + 0.12373460084199905 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.005264585837721825 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.10032164305448532 + ], + "opposite_logprob_tokens": [ + -2.3503215312957764 + ], + "logprob_reward": -0.10032164305448532, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.10032164305448532, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.022663814947009087, + 0.027669914066791534, + 0.10375829041004181, + 0.06219087168574333, + 0.04544926434755325, + 0.03847431018948555, + 0.36196252703666687, + 0.16544337570667267, + 0.14350099861621857, + 0.028886660933494568 + ], + "top_frames": [ + 6, + 7, + 8 + ], + "selected_reward": -0.10032164305448532 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463838828727603 + ], + "opposite_logprob_tokens": [ + -5.379638195037842 + ], + "logprob_reward": -0.00463838828727603, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463838828727603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15356838703155518, + 0.11832622438669205, + 0.3765883147716522, + 0.06919016689062119, + 0.020784109830856323, + 0.08313477039337158, + 0.12156781554222107, + 0.02145775780081749, + 0.01742793619632721, + 0.01795455440878868 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.00463838828727603 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extremely close-up profile view of a mass of tightly curled hair?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the hair color coppery auburn with tightly curled cork curls?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the hair sway and shake with a springy motion where individual curls compress and expand rhythmically?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the background completely blurred into a soft, warm-toned bokeh?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the image framed with a light, filmic, grainy texture?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01606426201760769 + ], + "opposite_logprob_tokens": [ + -4.141064167022705 + ], + "logprob_reward": -0.01606426201760769, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01606426201760769, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4676865041255951, + 0.07826560735702515, + 0.0862409695982933, + 0.03767402470111847, + 0.05322403833270073, + 0.02611502818763256, + 0.1338890790939331, + 0.047259747982025146, + 0.03149925544857979, + 0.03814567252993584 + ], + "top_frames": [ + 0, + 6, + 2 + ], + "selected_reward": -0.01606426201760769 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_2/index_tensor([8901, 8901])_group_2_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_2/index_tensor([8901, 8901])_group_2_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7fe92c6a91a7fd6330d9dd67a206766cc1c4272e --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_2/index_tensor([8901, 8901])_group_2_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In a static, horizontal medium shot, a robot, clad entirely in matte white ceramic and designed with an exquisitely minimalist aesthetic, stands before an infinitely stretching, pure white backdrop. Its outline is composed of smooth, rounded curves, devoid of sharp angles or unnecessary ornamentation. Its head is a smooth ellipsoid, devoid of traditional facial features, illuminated only by a thin, horizontal band of pale blue light. Its torso and limbs are composed of seamlessly connected, rounded components, with the joints cleverly designed to conceal the mechanical structure, giving it the appearance of a seamless whole. The scene is bathed in a soft, even, shadowless light, making the white robot stand out against the pure white background through its subtle volumetric shading. The robot is practicing Tai Chi, its arms tracing smooth, precise circular motions across its chest with a steady, deliberate rhythm. Its slow movements convey a sense of restrained power, driven by its sophisticated internal mechanics. Light flows softly across its smooth outer shell, outlining subtle gradients of light and dark and highlighting its three-dimensional form. The entire picture presents an extreme tranquility and concentration, creating a futuristic Zen atmosphere and perfectly showcasing the harmonious fusion of technology and ancient philosophy.", + "seed": 14136, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_2/index_8901_seed_14136_dp_4_rank_8_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.047017394192516805, + "vlm_logprob": -0.047017394192516805, + "vlm_yes_no_margin": 3.4, + "vlm_token_credit": -0.047017394192516805, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07455313950777054 + ], + "opposite_logprob_tokens": [ + -2.6995532512664795 + ], + "logprob_reward": -0.07455313950777054, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07455313950777054, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1305256485939026, + 0.17821890115737915, + 0.0925154834985733, + 0.028037814423441887, + 0.06393107026815414, + 0.13835905492305756, + 0.08679475635290146, + 0.13192901015281677, + 0.07968326658010483, + 0.07000499218702316 + ], + "top_frames": [ + 1, + 5, + 7 + ], + "selected_reward": -0.07455313950777054 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905025571584702 + ], + "opposite_logprob_tokens": [ + -2.46405029296875 + ], + "logprob_reward": -0.08905025571584702, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905025571584702, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15379014611244202, + 0.16498588025569916, + 0.0992690846323967, + 0.06469616293907166, + 0.06856594979763031, + 0.04196026548743248, + 0.06361783295869827, + 0.05747967213392258, + 0.2253771871328354, + 0.060257840901613235 + ], + "top_frames": [ + 8, + 1, + 0 + ], + "selected_reward": -0.08905025571584702 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014194007031619549 + ], + "opposite_logprob_tokens": [ + -4.264194011688232 + ], + "logprob_reward": -0.014194007031619549, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014194007031619549, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16475698351860046, + 0.2468539923429489, + 0.14443759620189667, + 0.06451737135648727, + 0.049870267510414124, + 0.143343985080719, + 0.016313690692186356, + 0.018707651644945145, + 0.09058143943548203, + 0.06061706691980362 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.014194007031619549 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008644895628094673 + ], + "opposite_logprob_tokens": [ + -4.758645057678223 + ], + "logprob_reward": -0.008644895628094673, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008644895628094673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24389095604419708, + 0.1856583207845688, + 0.05718197301030159, + 0.055736880749464035, + 0.04799722880125046, + 0.050365038216114044, + 0.10273946076631546, + 0.09541206061840057, + 0.09863045066595078, + 0.06238768249750137 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008644895628094673 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04864467307925224 + ], + "opposite_logprob_tokens": [ + -3.048644781112671 + ], + "logprob_reward": -0.04864467307925224, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04864467307925224, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15197528898715973, + 0.09463080018758774, + 0.06299219280481339, + 0.12734654545783997, + 0.03543976694345474, + 0.04824959114193916, + 0.04630483686923981, + 0.0846152976155281, + 0.2948548197746277, + 0.05359078571200371 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.04864467307925224 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, horizontal medium shot, a robot, clad entirely in matte white ceramic and designed with an exquisitely minimalist aesthetic, stands before an infinitely stretching, pure white backdrop. Its outline is composed of smooth, rounded curves, devoid of sharp angles or unnecessary ornamentation. Its head is a smooth ellipsoid, devoid of traditional facial features, illuminated only by a thin, horizontal band of pale blue light. Its torso and limbs are composed of seamlessly connected, rounded components, with the joints cleverly designed to conceal the mechanical structure, giving it the appearance of a seamless whole. The scene is bathed in a soft, even, shadowless light, making the white robot stand out against the pure white background through its subtle volumetric shading. The robot is practicing Tai Chi, its arms tracing smooth, precise circular motions across its chest with a steady, deliberate rhythm. Its slow movements convey a sense of restrained power, driven by its sophisticated internal mechanics. Light flows softly across its smooth outer shell, outlining subtle gradients of light and dark and highlighting its three-dimensional form. The entire picture presents an extreme tranquility and concentration, creating a futuristic Zen atmosphere and perfectly showcasing the harmonious fusion of technology and ancient philosophy.", + "seed": 14137, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_2/index_8901_seed_14137_dp_4_rank_8_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.06878181425854564, + "vlm_logprob": -0.06878181425854564, + "vlm_yes_no_margin": 3.2249999761581423, + "vlm_token_credit": -0.06878181425854564, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.035681698471307755 + ], + "opposite_logprob_tokens": [ + -3.53568172454834 + ], + "logprob_reward": -0.035681698471307755, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.035681698471307755, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12395180761814117, + 0.057065557688474655, + 0.082706980407238, + 0.0645626112818718, + 0.09031995385885239, + 0.10497941821813583, + 0.07239705324172974, + 0.13887052237987518, + 0.12349392473697662, + 0.14165224134922028 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.035681698471307755 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14283621311187744 + ], + "opposite_logprob_tokens": [ + -2.017836093902588 + ], + "logprob_reward": -0.14283621311187744, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14283621311187744, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16196931898593903, + 0.07587425410747528, + 0.10724429041147232, + 0.09566327184438705, + 0.04272666946053505, + 0.053337179124355316, + 0.13025102019309998, + 0.137709841132164, + 0.12475211918354034, + 0.07047203928232193 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.14283621311187744 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00463957479223609 + ], + "opposite_logprob_tokens": [ + -5.379639625549316 + ], + "logprob_reward": -0.00463957479223609, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00463957479223609, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1275915503501892, + 0.09692714363336563, + 0.041589099913835526, + 0.08338869363069534, + 0.038293346762657166, + 0.05123399198055267, + 0.2368956357240677, + 0.1937841922044754, + 0.016353756189346313, + 0.11394254863262177 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.00463957479223609 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03371066227555275 + ], + "opposite_logprob_tokens": [ + -3.4087107181549072 + ], + "logprob_reward": -0.03371066227555275, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03371066227555275, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17512863874435425, + 0.07242358475923538, + 0.08016621321439743, + 0.11793189495801926, + 0.10052045434713364, + 0.14124754071235657, + 0.10677620023488998, + 0.08120104670524597, + 0.049657877534627914, + 0.07494660466909409 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.03371066227555275 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12704092264175415 + ], + "opposite_logprob_tokens": [ + -2.1270408630371094 + ], + "logprob_reward": -0.12704092264175415, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12704092264175415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10801327973604202, + 0.05583168566226959, + 0.10422664135694504, + 0.048574645072221756, + 0.11224673688411713, + 0.130829855799675, + 0.0673665925860405, + 0.09032244235277176, + 0.08582718670368195, + 0.19676098227500916 + ], + "top_frames": [ + 9, + 5, + 4 + ], + "selected_reward": -0.12704092264175415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, horizontal medium shot, a robot, clad entirely in matte white ceramic and designed with an exquisitely minimalist aesthetic, stands before an infinitely stretching, pure white backdrop. Its outline is composed of smooth, rounded curves, devoid of sharp angles or unnecessary ornamentation. Its head is a smooth ellipsoid, devoid of traditional facial features, illuminated only by a thin, horizontal band of pale blue light. Its torso and limbs are composed of seamlessly connected, rounded components, with the joints cleverly designed to conceal the mechanical structure, giving it the appearance of a seamless whole. The scene is bathed in a soft, even, shadowless light, making the white robot stand out against the pure white background through its subtle volumetric shading. The robot is practicing Tai Chi, its arms tracing smooth, precise circular motions across its chest with a steady, deliberate rhythm. Its slow movements convey a sense of restrained power, driven by its sophisticated internal mechanics. Light flows softly across its smooth outer shell, outlining subtle gradients of light and dark and highlighting its three-dimensional form. The entire picture presents an extreme tranquility and concentration, creating a futuristic Zen atmosphere and perfectly showcasing the harmonious fusion of technology and ancient philosophy.", + "seed": 14138, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_2/index_8901_seed_14138_dp_5_rank_10_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.11171336453408003, + "vlm_logprob": -0.11171336453408003, + "vlm_yes_no_margin": 2.649999976158142, + "vlm_token_credit": -0.11171336453408003, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14190156757831573 + ], + "opposite_logprob_tokens": [ + -2.1419014930725098 + ], + "logprob_reward": -0.14190156757831573, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.14190156757831573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10279770195484161, + 0.09389153867959976, + 0.07410016655921936, + 0.2732273042201996, + 0.15974076092243195, + 0.10979682207107544, + 0.03608512878417969, + 0.09436532855033875, + 0.030837124213576317, + 0.025158148258924484 + ], + "top_frames": [ + 3, + 4, + 5 + ], + "selected_reward": -0.14190156757831573 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270858496427536 + ], + "opposite_logprob_tokens": [ + -2.1270859241485596 + ], + "logprob_reward": -0.1270858496427536, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270858496427536, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15222994983196259, + 0.14482544362545013, + 0.08027072250843048, + 0.19700896739959717, + 0.11138922721147537, + 0.09395580738782883, + 0.029880672693252563, + 0.058386486023664474, + 0.07077977061271667, + 0.061272937804460526 + ], + "top_frames": [ + 3, + 0, + 1 + ], + "selected_reward": -0.1270858496427536 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014193772338330746 + ], + "opposite_logprob_tokens": [ + -4.264193534851074 + ], + "logprob_reward": -0.014193772338330746, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014193772338330746, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09588509798049927, + 0.18724487721920013, + 0.040951360017061234, + 0.04992923513054848, + 0.5065463781356812, + 0.026007238775491714, + 0.011786705814301968, + 0.024354297667741776, + 0.015613711439073086, + 0.04168103262782097 + ], + "top_frames": [ + 4, + 1, + 0 + ], + "selected_reward": -0.014193772338330746 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023298904299736023 + ], + "opposite_logprob_tokens": [ + -3.773298978805542 + ], + "logprob_reward": -0.023298904299736023, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023298904299736023, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17184507846832275, + 0.16932307183742523, + 0.0822322815656662, + 0.06508231908082962, + 0.09934724867343903, + 0.2229638248682022, + 0.02491622418165207, + 0.03421644866466522, + 0.04409162700176239, + 0.08598186075687408 + ], + "top_frames": [ + 5, + 0, + 1 + ], + "selected_reward": -0.023298904299736023 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.25208672881126404 + ], + "opposite_logprob_tokens": [ + -1.5020867586135864 + ], + "logprob_reward": -0.25208672881126404, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.25208672881126404, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1692074090242386, + 0.22218044102191925, + 0.05752177536487579, + 0.11531421542167664, + 0.08326831459999084, + 0.22040100395679474, + 0.03351704776287079, + 0.019599761813879013, + 0.03706349804997444, + 0.0419265441596508 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.25208672881126404 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In a static, horizontal medium shot, a robot, clad entirely in matte white ceramic and designed with an exquisitely minimalist aesthetic, stands before an infinitely stretching, pure white backdrop. Its outline is composed of smooth, rounded curves, devoid of sharp angles or unnecessary ornamentation. Its head is a smooth ellipsoid, devoid of traditional facial features, illuminated only by a thin, horizontal band of pale blue light. Its torso and limbs are composed of seamlessly connected, rounded components, with the joints cleverly designed to conceal the mechanical structure, giving it the appearance of a seamless whole. The scene is bathed in a soft, even, shadowless light, making the white robot stand out against the pure white background through its subtle volumetric shading. The robot is practicing Tai Chi, its arms tracing smooth, precise circular motions across its chest with a steady, deliberate rhythm. Its slow movements convey a sense of restrained power, driven by its sophisticated internal mechanics. Light flows softly across its smooth outer shell, outlining subtle gradients of light and dark and highlighting its three-dimensional form. The entire picture presents an extreme tranquility and concentration, creating a futuristic Zen atmosphere and perfectly showcasing the harmonious fusion of technology and ancient philosophy.", + "seed": 14139, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_2/index_8901_seed_14139_dp_5_rank_10_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 2, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.11551469899713993, + "vlm_logprob": -0.11551469899713993, + "vlm_yes_no_margin": 2.575000023841858, + "vlm_token_credit": -0.11551469899713993, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1543692797422409 + ], + "opposite_logprob_tokens": [ + -2.029369354248047 + ], + "logprob_reward": -0.1543692797422409, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.1543692797422409, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19412310421466827, + 0.0982314944267273, + 0.10427597165107727, + 0.09429722279310226, + 0.2652643918991089, + 0.04480406269431114, + 0.04150107130408287, + 0.04746171832084656, + 0.061784885823726654, + 0.04825607314705849 + ], + "top_frames": [ + 4, + 0, + 2 + ], + "selected_reward": -0.1543692797422409 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270899474620819 + ], + "opposite_logprob_tokens": [ + -2.1270899772644043 + ], + "logprob_reward": -0.1270899474620819, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270899474620819, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.46745049953460693, + 0.08682479709386826, + 0.05002951994538307, + 0.0860578715801239, + 0.03626063093543053, + 0.13930296897888184, + 0.030983243137598038, + 0.028733454644680023, + 0.04368499666452408, + 0.03067195974290371 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.1270899474620819 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014198355376720428 + ], + "opposite_logprob_tokens": [ + -4.264198303222656 + ], + "logprob_reward": -0.014198355376720428, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014198355376720428, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19941174983978271, + 0.08172942698001862, + 0.1097155436873436, + 0.02780257537961006, + 0.022514568641781807, + 0.47169220447540283, + 0.03414168953895569, + 0.01690167747437954, + 0.014308810234069824, + 0.02178174816071987 + ], + "top_frames": [ + 5, + 0, + 2 + ], + "selected_reward": -0.014198355376720428 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.029816487804055214 + ], + "opposite_logprob_tokens": [ + -3.5298163890838623 + ], + "logprob_reward": -0.029816487804055214, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.029816487804055214, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.31721898913383484, + 0.160539448261261, + 0.08226259052753448, + 0.04832548648118973, + 0.03891586884856224, + 0.16651466488838196, + 0.028031546622514725, + 0.032993413507938385, + 0.054214853793382645, + 0.07098310440778732 + ], + "top_frames": [ + 0, + 5, + 1 + ], + "selected_reward": -0.029816487804055214 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera shot a static, horizontal medium shot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the robot clad entirely in matte white ceramic with smooth, rounded curves and no sharp angles?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the background an infinitely stretching, pure white backdrop?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the robot's head a smooth ellipsoid with no facial features, illuminated only by a thin horizontal band of pale blue light?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the robot practicing Tai Chi with arms tracing smooth, precise circular motions across its chest?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2520994246006012 + ], + "opposite_logprob_tokens": [ + -1.5020993947982788 + ], + "logprob_reward": -0.2520994246006012, + "yes_no_margin_reward": 1.25, + "token_credit_reward": -0.2520994246006012, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11003895848989487, + 0.0911259651184082, + 0.0496731661260128, + 0.032806139439344406, + 0.18424773216247559, + 0.10720335692167282, + 0.030745210126042366, + 0.1670185774564743, + 0.19088003039360046, + 0.03626091033220291 + ], + "top_frames": [ + 8, + 4, + 7 + ], + "selected_reward": -0.2520994246006012 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_3/index_tensor([2734, 2734])_group_3_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_3/index_tensor([2734, 2734])_group_3_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..87db5fa667cc62c3ae4bdc5514c1a56152235a80 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_3/index_tensor([2734, 2734])_group_3_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "An extreme close-up shot from a dramatic low angle, the camera tracks perfectly synchronized with the movement, focusing on the feet of a young adult Asian man on a polished hardwood gym floor. He wears modern black sneakers with clean white soles and meticulously tied laces, the shoe's fabric mesh revealing exquisite detail under the bright, cool overhead lighting. The elastic cuff of his dark gray athletic jogging shoes is visible just above his ankle. The high-gloss varnish on the floor reflects the gym lights like a mirror, creating sharp, specular highlights. He deliberately shifts his weight onto the ball of his left foot and, with tremendous control, begins a slow spin. The camera follows the graceful 360-degree rotation, capturing the subtle compression of the rubber sole against the wood and the smooth, continuous pivot. When he completes the full turn, he stops with absolute precision, his foot firmly planted on the floor, creating a powerful aura of focused discipline and controlled athletic grace.", + "seed": 6487, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_3/index_2734_seed_6487_dp_6_rank_12_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.12419890612363815, + "vlm_logprob": -0.12419890612363815, + "vlm_yes_no_margin": 2.299999952316284, + "vlm_token_credit": -0.12419890612363815, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.20676681399345398 + ], + "opposite_logprob_tokens": [ + -1.7067668437957764 + ], + "logprob_reward": -0.20676681399345398, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.20676681399345398, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26142793893814087, + 0.05068058893084526, + 0.08270638436079025, + 0.028214436024427414, + 0.026532400399446487, + 0.11539032310247421, + 0.09713181853294373, + 0.13151636719703674, + 0.18838176131248474, + 0.01801798678934574 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.20676681399345398 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17994453012943268 + ], + "opposite_logprob_tokens": [ + -1.8049445152282715 + ], + "logprob_reward": -0.17994453012943268, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17994453012943268, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07832223922014236, + 0.08224213123321533, + 0.06415712088346481, + 0.026654673740267754, + 0.032567646354436874, + 0.15670527517795563, + 0.08333870023488998, + 0.050609152764081955, + 0.2892029583454132, + 0.13620010018348694 + ], + "top_frames": [ + 8, + 5, + 9 + ], + "selected_reward": -0.17994453012943268 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018200531601905823 + ], + "opposite_logprob_tokens": [ + -4.018200397491455 + ], + "logprob_reward": -0.018200531601905823, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.018200531601905823, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08732882142066956, + 0.1752161681652069, + 0.0543040968477726, + 0.06129683926701546, + 0.128204345703125, + 0.13735172152519226, + 0.1421307474374771, + 0.09599162638187408, + 0.06989319622516632, + 0.04828249290585518 + ], + "top_frames": [ + 1, + 6, + 5 + ], + "selected_reward": -0.018200531601905823 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903848379850388 + ], + "opposite_logprob_tokens": [ + -2.464038372039795 + ], + "logprob_reward": -0.08903848379850388, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903848379850388, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19549405574798584, + 0.04133785516023636, + 0.05378326028585434, + 0.05938585102558136, + 0.0499744713306427, + 0.1663481891155243, + 0.11267800629138947, + 0.07427477836608887, + 0.1306513547897339, + 0.1160721704363823 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.08903848379850388 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1270441710948944 + ], + "opposite_logprob_tokens": [ + -2.127044200897217 + ], + "logprob_reward": -0.1270441710948944, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.1270441710948944, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25430959463119507, + 0.061382513493299484, + 0.11746203899383545, + 0.0676751360297203, + 0.036910947412252426, + 0.09741652756929398, + 0.03646285459399223, + 0.15078480541706085, + 0.06088597699999809, + 0.1167096421122551 + ], + "top_frames": [ + 0, + 7, + 2 + ], + "selected_reward": -0.1270441710948944 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a dramatic low angle, the camera tracks perfectly synchronized with the movement, focusing on the feet of a young adult Asian man on a polished hardwood gym floor. He wears modern black sneakers with clean white soles and meticulously tied laces, the shoe's fabric mesh revealing exquisite detail under the bright, cool overhead lighting. The elastic cuff of his dark gray athletic jogging shoes is visible just above his ankle. The high-gloss varnish on the floor reflects the gym lights like a mirror, creating sharp, specular highlights. He deliberately shifts his weight onto the ball of his left foot and, with tremendous control, begins a slow spin. The camera follows the graceful 360-degree rotation, capturing the subtle compression of the rubber sole against the wood and the smooth, continuous pivot. When he completes the full turn, he stops with absolute precision, his foot firmly planted on the floor, creating a powerful aura of focused discipline and controlled athletic grace.", + "seed": 6488, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_3/index_2734_seed_6488_dp_6_rank_12_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.13241175804287195, + "vlm_logprob": -0.13241175804287195, + "vlm_yes_no_margin": 2.500000011920929, + "vlm_token_credit": -0.13241175804287195, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.35745638608932495 + ], + "opposite_logprob_tokens": [ + -1.2324564456939697 + ], + "logprob_reward": -0.35745638608932495, + "yes_no_margin_reward": 0.8750000596046448, + "token_credit_reward": -0.35745638608932495, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15616361796855927, + 0.15813151001930237, + 0.05572757497429848, + 0.3102869391441345, + 0.042635299265384674, + 0.05501836538314819, + 0.061876069754362106, + 0.02541232667863369, + 0.07189542800188065, + 0.06285283714532852 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.35745638608932495 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07008127868175507 + ], + "opposite_logprob_tokens": [ + -2.6950812339782715 + ], + "logprob_reward": -0.07008127868175507, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07008127868175507, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12418367713689804, + 0.1088976263999939, + 0.11003999412059784, + 0.30305713415145874, + 0.05711293965578079, + 0.03417598456144333, + 0.11850911378860474, + 0.04484110698103905, + 0.06213697791099548, + 0.03704541176557541 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.07008127868175507 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008649622090160847 + ], + "opposite_logprob_tokens": [ + -4.758649826049805 + ], + "logprob_reward": -0.008649622090160847, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008649622090160847, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2730695903301239, + 0.09282518923282623, + 0.06161736324429512, + 0.11653311550617218, + 0.1000392809510231, + 0.15222744643688202, + 0.04156450927257538, + 0.02398058772087097, + 0.03609162196516991, + 0.1020512655377388 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.008649622090160847 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11294522881507874 + ], + "opposite_logprob_tokens": [ + -2.237945318222046 + ], + "logprob_reward": -0.11294522881507874, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11294522881507874, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12437763065099716, + 0.11831873655319214, + 0.04841897636651993, + 0.07498998939990997, + 0.04745009168982506, + 0.04503055289387703, + 0.20131078362464905, + 0.035056594759225845, + 0.22567664086818695, + 0.07937004417181015 + ], + "top_frames": [ + 8, + 6, + 0 + ], + "selected_reward": -0.11294522881507874 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11292627453804016 + ], + "opposite_logprob_tokens": [ + -2.2379262447357178 + ], + "logprob_reward": -0.11292627453804016, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11292627453804016, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12892664968967438, + 0.19354590773582458, + 0.06841710209846497, + 0.05440478026866913, + 0.03067655675113201, + 0.056986670941114426, + 0.10549260675907135, + 0.03404034674167633, + 0.1382620483636856, + 0.18924732506275177 + ], + "top_frames": [ + 1, + 9, + 8 + ], + "selected_reward": -0.11292627453804016 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a dramatic low angle, the camera tracks perfectly synchronized with the movement, focusing on the feet of a young adult Asian man on a polished hardwood gym floor. He wears modern black sneakers with clean white soles and meticulously tied laces, the shoe's fabric mesh revealing exquisite detail under the bright, cool overhead lighting. The elastic cuff of his dark gray athletic jogging shoes is visible just above his ankle. The high-gloss varnish on the floor reflects the gym lights like a mirror, creating sharp, specular highlights. He deliberately shifts his weight onto the ball of his left foot and, with tremendous control, begins a slow spin. The camera follows the graceful 360-degree rotation, capturing the subtle compression of the rubber sole against the wood and the smooth, continuous pivot. When he completes the full turn, he stops with absolute precision, his foot firmly planted on the floor, creating a powerful aura of focused discipline and controlled athletic grace.", + "seed": 6489, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_3/index_2734_seed_6489_dp_7_rank_14_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.10993359573185443, + "vlm_logprob": -0.10993359573185443, + "vlm_yes_no_margin": 2.575000023841858, + "vlm_token_credit": -0.10993359573185443, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14575116336345673 + ], + "opposite_logprob_tokens": [ + -2.0207512378692627 + ], + "logprob_reward": -0.14575116336345673, + "yes_no_margin_reward": 1.8750001192092896, + "token_credit_reward": -0.14575116336345673, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.25082269310951233, + 0.31801217794418335, + 0.09138674288988113, + 0.07140517234802246, + 0.05788898840546608, + 0.05773621425032616, + 0.03594404458999634, + 0.036782730370759964, + 0.05126507952809334, + 0.028756165876984596 + ], + "top_frames": [ + 1, + 0, + 2 + ], + "selected_reward": -0.14575116336345673 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.055008456110954285 + ], + "opposite_logprob_tokens": [ + -2.9300084114074707 + ], + "logprob_reward": -0.055008456110954285, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.055008456110954285, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15427732467651367, + 0.14615777134895325, + 0.05333329364657402, + 0.11874978244304657, + 0.0839005783200264, + 0.04060057923197746, + 0.07801166921854019, + 0.09615213423967361, + 0.19043156504631042, + 0.0383853018283844 + ], + "top_frames": [ + 8, + 0, + 1 + ], + "selected_reward": -0.055008456110954285 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008643949404358864 + ], + "opposite_logprob_tokens": [ + -4.758644104003906 + ], + "logprob_reward": -0.008643949404358864, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008643949404358864, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19169160723686218, + 0.12734220921993256, + 0.08930739760398865, + 0.09551477432250977, + 0.1088823676109314, + 0.06840780377388, + 0.12314501404762268, + 0.04934581741690636, + 0.03807967156171799, + 0.10828334838151932 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.008643949404358864 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.17989742755889893 + ], + "opposite_logprob_tokens": [ + -1.804897427558899 + ], + "logprob_reward": -0.17989742755889893, + "yes_no_margin_reward": 1.625, + "token_credit_reward": -0.17989742755889893, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21303506195545197, + 0.12780220806598663, + 0.08767777681350708, + 0.09942950308322906, + 0.06933422386646271, + 0.06348883360624313, + 0.041090670973062515, + 0.03872216120362282, + 0.19111031293869019, + 0.06830929219722748 + ], + "top_frames": [ + 0, + 8, + 1 + ], + "selected_reward": -0.17989742755889893 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1603669822216034 + ], + "opposite_logprob_tokens": [ + -1.9103670120239258 + ], + "logprob_reward": -0.1603669822216034, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1603669822216034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14861485362052917, + 0.26264649629592896, + 0.05915004760026932, + 0.14468614757061005, + 0.09069059044122696, + 0.05530387535691261, + 0.06822735071182251, + 0.027119528502225876, + 0.10324560850858688, + 0.040315527468919754 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.1603669822216034 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "An extreme close-up shot from a dramatic low angle, the camera tracks perfectly synchronized with the movement, focusing on the feet of a young adult Asian man on a polished hardwood gym floor. He wears modern black sneakers with clean white soles and meticulously tied laces, the shoe's fabric mesh revealing exquisite detail under the bright, cool overhead lighting. The elastic cuff of his dark gray athletic jogging shoes is visible just above his ankle. The high-gloss varnish on the floor reflects the gym lights like a mirror, creating sharp, specular highlights. He deliberately shifts his weight onto the ball of his left foot and, with tremendous control, begins a slow spin. The camera follows the graceful 360-degree rotation, capturing the subtle compression of the rubber sole against the wood and the smooth, continuous pivot. When he completes the full turn, he stops with absolute precision, his foot firmly planted on the floor, creating a powerful aura of focused discipline and controlled athletic grace.", + "seed": 6490, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_3/index_2734_seed_6490_dp_7_rank_14_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 3, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.14039893560111522, + "vlm_logprob": -0.14039893560111522, + "vlm_yes_no_margin": 2.274999976158142, + "vlm_token_credit": -0.14039893560111522, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3546891510486603 + ], + "opposite_logprob_tokens": [ + -1.229689121246338 + ], + "logprob_reward": -0.3546891510486603, + "yes_no_margin_reward": 0.875, + "token_credit_reward": -0.3546891510486603, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20867137610912323, + 0.10677739977836609, + 0.06729616969823837, + 0.1411147266626358, + 0.04071280360221863, + 0.19712896645069122, + 0.11754593998193741, + 0.027495525777339935, + 0.051760587841272354, + 0.04149652272462845 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.3546891510486603 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1271110475063324 + ], + "opposite_logprob_tokens": [ + -2.1271109580993652 + ], + "logprob_reward": -0.1271110475063324, + "yes_no_margin_reward": 1.9999998807907104, + "token_credit_reward": -0.1271110475063324, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.18558020889759064, + 0.06597063690423965, + 0.10894574970006943, + 0.05776910483837128, + 0.03765669837594032, + 0.19494694471359253, + 0.20198769867420197, + 0.0330512709915638, + 0.0326291061937809, + 0.08146260678768158 + ], + "top_frames": [ + 6, + 5, + 0 + ], + "selected_reward": -0.1271110475063324 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01820111833512783 + ], + "opposite_logprob_tokens": [ + -4.0182013511657715 + ], + "logprob_reward": -0.01820111833512783, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01820111833512783, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6877390146255493, + 0.04210584983229637, + 0.021348603069782257, + 0.05514116957783699, + 0.021872691810131073, + 0.07215319573879242, + 0.041831452399492264, + 0.010688487440347672, + 0.0115559296682477, + 0.03556365519762039 + ], + "top_frames": [ + 0, + 5, + 3 + ], + "selected_reward": -0.01820111833512783 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08905483782291412 + ], + "opposite_logprob_tokens": [ + -2.464054822921753 + ], + "logprob_reward": -0.08905483782291412, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08905483782291412, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2101629227399826, + 0.056292079389095306, + 0.06751095503568649, + 0.23250529170036316, + 0.09642292559146881, + 0.16627195477485657, + 0.027556652203202248, + 0.03599587455391884, + 0.07576623558998108, + 0.031515058130025864 + ], + "top_frames": [ + 3, + 0, + 5 + ], + "selected_reward": -0.08905483782291412 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot an extreme close-up focusing on the feet of a young adult Asian man?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are the shoes black sneakers with clean white soles and meticulously tied laces?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is the setting a gym with a polished hardwood floor showing high-gloss varnish and specular highlights?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man perform a slow 360-degree spin on the ball of his left foot?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera track the movement to capture a full 360-degree rotation?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1129385232925415 + ], + "opposite_logprob_tokens": [ + -2.237938404083252 + ], + "logprob_reward": -0.1129385232925415, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.1129385232925415, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14248333871364594, + 0.06300351023674011, + 0.06489434838294983, + 0.17883548140525818, + 0.187269926071167, + 0.14116886258125305, + 0.033950768411159515, + 0.030387258157134056, + 0.11144813150167465, + 0.046558402478694916 + ], + "top_frames": [ + 4, + 3, + 0 + ], + "selected_reward": -0.1129385232925415 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_4/index_tensor([7081, 7081])_group_4_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_4/index_tensor([7081, 7081])_group_4_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..0203dc3bcff05a0e95dbb9c5a81e9843eda9c0e8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_4/index_tensor([7081, 7081])_group_4_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "low-angle, wide-angle shot, rendered in the signature style of Pixar animated films, captures a scene of culinary chaos that escalates as the camera slowly advances. A thick river of melted cheese, radiating a vibrant, warm orange hue, floods a charming artisan studio. With a slow, unstoppable flow, the cheese cascades down polished copper vats and rustic wooden tables in thick, elastic sheets, gently bubbling. The studio's overhead lights flicker erratically, casting dramatic, dancing shadows that creep across the walls and ceiling, heightening the sense of panic. Huge, perfectly shaped wheels of cheese are swept into the viscous torrent, swaying and turning like clumsy rafts in the slow-moving flood. High above the rising tide, a small, anthropomorphic mouse, its soft gray fur rendered in exquisite detail and wearing a tiny, slightly tilted white apron, desperately climbs onto a wooden shelf. Its claws clawed at the texture, its huge black eyes wide with comical fear, and its whole body trembled as it looked down at the sticky, advancing flood, creating an atmosphere of tense and whimsical danger.", + "seed": 32723, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_4/index_7081_seed_32723_dp_8_rank_16_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.21727803722023964, + "vlm_logprob": -0.21727803722023964, + "vlm_yes_no_margin": 1.9, + "vlm_token_credit": -0.21727803722023964, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07242238521575928 + ], + "opposite_logprob_tokens": [ + -2.697422504425049 + ], + "logprob_reward": -0.07242238521575928, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07242238521575928, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14807793498039246, + 0.15146102011203766, + 0.06414062529802322, + 0.08271937072277069, + 0.04118617624044418, + 0.06296948343515396, + 0.0742119774222374, + 0.05230856314301491, + 0.13364316523075104, + 0.18928168714046478 + ], + "top_frames": [ + 9, + 1, + 0 + ], + "selected_reward": -0.07242238521575928 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.04869940131902695 + ], + "opposite_logprob_tokens": [ + -3.048699378967285 + ], + "logprob_reward": -0.04869940131902695, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.04869940131902695, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21005240082740784, + 0.13783912360668182, + 0.11836261302232742, + 0.12706027925014496, + 0.06010306626558304, + 0.03185271471738815, + 0.11875741928815842, + 0.042748015373945236, + 0.06151458993554115, + 0.09170972555875778 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.04869940131902695 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4289310872554779 + ], + "opposite_logprob_tokens": [ + -1.0539311170578003 + ], + "logprob_reward": -0.4289310872554779, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4289310872554779, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.047774601727724075, + 0.04624402895569801, + 0.12036748230457306, + 0.07802130281925201, + 0.06616142392158508, + 0.06276028603315353, + 0.10108868032693863, + 0.023725898936390877, + 0.0878162756562233, + 0.3660399615764618 + ], + "top_frames": [ + 9, + 2, + 6 + ], + "selected_reward": -0.4289310872554779 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4743024706840515 + ], + "opposite_logprob_tokens": [ + -0.9743024706840515 + ], + "logprob_reward": -0.4743024706840515, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.4743024706840515, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11933265626430511, + 0.0743856355547905, + 0.3549734950065613, + 0.04386088624596596, + 0.041869912296533585, + 0.04810358211398125, + 0.03752117604017258, + 0.038379449397325516, + 0.06706049293279648, + 0.17451275885105133 + ], + "top_frames": [ + 2, + 9, + 0 + ], + "selected_reward": -0.4743024706840515 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203484162688255 + ], + "opposite_logprob_tokens": [ + -2.812034845352173 + ], + "logprob_reward": -0.06203484162688255, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203484162688255, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0901670753955841, + 0.08286941051483154, + 0.13073910772800446, + 0.05987578630447388, + 0.06121634691953659, + 0.08053909242153168, + 0.2871159017086029, + 0.03643599525094032, + 0.03426380828022957, + 0.13677746057510376 + ], + "top_frames": [ + 6, + 9, + 2 + ], + "selected_reward": -0.06203484162688255 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, rendered in the signature style of Pixar animated films, captures a scene of culinary chaos that escalates as the camera slowly advances. A thick river of melted cheese, radiating a vibrant, warm orange hue, floods a charming artisan studio. With a slow, unstoppable flow, the cheese cascades down polished copper vats and rustic wooden tables in thick, elastic sheets, gently bubbling. The studio's overhead lights flicker erratically, casting dramatic, dancing shadows that creep across the walls and ceiling, heightening the sense of panic. Huge, perfectly shaped wheels of cheese are swept into the viscous torrent, swaying and turning like clumsy rafts in the slow-moving flood. High above the rising tide, a small, anthropomorphic mouse, its soft gray fur rendered in exquisite detail and wearing a tiny, slightly tilted white apron, desperately climbs onto a wooden shelf. Its claws clawed at the texture, its huge black eyes wide with comical fear, and its whole body trembled as it looked down at the sticky, advancing flood, creating an atmosphere of tense and whimsical danger.", + "seed": 32724, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_4/index_7081_seed_32724_dp_8_rank_16_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.47338369116187096, + "vlm_logprob": -0.47338369116187096, + "vlm_yes_no_margin": 1.5, + "vlm_token_credit": -0.47338369116187096, + "vlm_yes_ratio": 0.6, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.2024618685245514 + ], + "opposite_logprob_tokens": [ + -1.702461838722229 + ], + "logprob_reward": -0.2024618685245514, + "yes_no_margin_reward": 1.5, + "token_credit_reward": -0.2024618685245514, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1887177973985672, + 0.04026321321725845, + 0.0380406454205513, + 0.1275406777858734, + 0.02303612232208252, + 0.07552987337112427, + 0.41219136118888855, + 0.027908893302083015, + 0.018969029188156128, + 0.0478023923933506 + ], + "top_frames": [ + 6, + 0, + 3 + ], + "selected_reward": -0.2024618685245514 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01609358936548233 + ], + "opposite_logprob_tokens": [ + -4.141093730926514 + ], + "logprob_reward": -0.01609358936548233, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.01609358936548233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.20693010091781616, + 0.13194981217384338, + 0.023419100791215897, + 0.10875225812196732, + 0.03248242288827896, + 0.09161128103733063, + 0.33119213581085205, + 0.022276585921645164, + 0.024669867008924484, + 0.026716509833931923 + ], + "top_frames": [ + 6, + 0, + 1 + ], + "selected_reward": -0.01609358936548233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4063035249710083 + ], + "opposite_logprob_tokens": [ + -0.2813035249710083 + ], + "logprob_reward": -1.4063035249710083, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4063035249710083, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09703206270933151, + 0.04359501972794533, + 0.02384904958307743, + 0.06725536286830902, + 0.015926333144307137, + 0.1119450032711029, + 0.31668171286582947, + 0.10463044792413712, + 0.12307896465063095, + 0.09600605070590973 + ], + "top_frames": [ + 6, + 8, + 5 + ], + "selected_reward": -1.4063035249710083 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -0.6933991312980652 + ], + "opposite_logprob_tokens": [ + -0.6933991312980652 + ], + "logprob_reward": -0.6933991312980652, + "yes_no_margin_reward": 0.0, + "token_credit_reward": -0.6933991312980652, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.212383434176445, + 0.09908012300729752, + 0.06017997860908508, + 0.10435613244771957, + 0.016386497765779495, + 0.12478013336658478, + 0.20043522119522095, + 0.03768684342503548, + 0.06403457373380661, + 0.08067706227302551 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.6933991312980652 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048660341650247574 + ], + "opposite_logprob_tokens": [ + -3.0486602783203125 + ], + "logprob_reward": -0.048660341650247574, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048660341650247574, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.28351855278015137, + 0.09629174321889877, + 0.02826649136841297, + 0.08021405339241028, + 0.0786471888422966, + 0.1214335635304451, + 0.07001027464866638, + 0.04757294803857803, + 0.11601511389017105, + 0.0780300721526146 + ], + "top_frames": [ + 0, + 5, + 8 + ], + "selected_reward": -0.048660341650247574 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "No", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, rendered in the signature style of Pixar animated films, captures a scene of culinary chaos that escalates as the camera slowly advances. A thick river of melted cheese, radiating a vibrant, warm orange hue, floods a charming artisan studio. With a slow, unstoppable flow, the cheese cascades down polished copper vats and rustic wooden tables in thick, elastic sheets, gently bubbling. The studio's overhead lights flicker erratically, casting dramatic, dancing shadows that creep across the walls and ceiling, heightening the sense of panic. Huge, perfectly shaped wheels of cheese are swept into the viscous torrent, swaying and turning like clumsy rafts in the slow-moving flood. High above the rising tide, a small, anthropomorphic mouse, its soft gray fur rendered in exquisite detail and wearing a tiny, slightly tilted white apron, desperately climbs onto a wooden shelf. Its claws clawed at the texture, its huge black eyes wide with comical fear, and its whole body trembled as it looked down at the sticky, advancing flood, creating an atmosphere of tense and whimsical danger.", + "seed": 32725, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_4/index_7081_seed_32725_dp_9_rank_18_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.44370382055640223, + "vlm_logprob": -0.44370382055640223, + "vlm_yes_no_margin": 1.25, + "vlm_token_credit": -0.44370382055640223, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.31502702832221985 + ], + "opposite_logprob_tokens": [ + -1.3150269985198975 + ], + "logprob_reward": -0.31502702832221985, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.31502702832221985, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2088155746459961, + 0.055570974946022034, + 0.06748422235250473, + 0.04844854399561882, + 0.055758051574230194, + 0.07456707209348679, + 0.16254934668540955, + 0.1695256233215332, + 0.046293776482343674, + 0.11098677664995193 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.31502702832221985 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0487050786614418 + ], + "opposite_logprob_tokens": [ + -3.0487051010131836 + ], + "logprob_reward": -0.0487050786614418, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0487050786614418, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19735877215862274, + 0.07827439159154892, + 0.05551799759268761, + 0.11874466389417648, + 0.06419194489717484, + 0.06763946264982224, + 0.08094923943281174, + 0.17736078798770905, + 0.07475243508815765, + 0.08521027117967606 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0487050786614418 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.2236241102218628 + ], + "opposite_logprob_tokens": [ + -0.3486241102218628 + ], + "logprob_reward": -1.2236241102218628, + "yes_no_margin_reward": -0.875, + "token_credit_reward": -1.2236241102218628, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.09818494319915771, + 0.1228787899017334, + 0.1179521307349205, + 0.1436525285243988, + 0.08101750165224075, + 0.1136513501405716, + 0.053223155438899994, + 0.1470119059085846, + 0.057126257568597794, + 0.06530144065618515 + ], + "top_frames": [ + 7, + 3, + 1 + ], + "selected_reward": -1.2236241102218628 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5761979818344116 + ], + "opposite_logprob_tokens": [ + -0.8261979818344116 + ], + "logprob_reward": -0.5761979818344116, + "yes_no_margin_reward": 0.25, + "token_credit_reward": -0.5761979818344116, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11555681377649307, + 0.11955641955137253, + 0.05904493108391762, + 0.08505798131227493, + 0.0439559668302536, + 0.0748935267329216, + 0.13522765040397644, + 0.1040678396821022, + 0.038615643978118896, + 0.22402328252792358 + ], + "top_frames": [ + 9, + 6, + 1 + ], + "selected_reward": -0.5761979818344116 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.054964903742074966 + ], + "opposite_logprob_tokens": [ + -2.929965019226074 + ], + "logprob_reward": -0.054964903742074966, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.054964903742074966, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15554697811603546, + 0.07626451551914215, + 0.03337307646870613, + 0.09452986717224121, + 0.08287233859300613, + 0.04772147163748741, + 0.11120803654193878, + 0.07108236849308014, + 0.04160326346755028, + 0.285798043012619 + ], + "top_frames": [ + 9, + 0, + 6 + ], + "selected_reward": -0.054964903742074966 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "No", + "Yes", + "Yes" + ] + }, + { + "prompt": "low-angle, wide-angle shot, rendered in the signature style of Pixar animated films, captures a scene of culinary chaos that escalates as the camera slowly advances. A thick river of melted cheese, radiating a vibrant, warm orange hue, floods a charming artisan studio. With a slow, unstoppable flow, the cheese cascades down polished copper vats and rustic wooden tables in thick, elastic sheets, gently bubbling. The studio's overhead lights flicker erratically, casting dramatic, dancing shadows that creep across the walls and ceiling, heightening the sense of panic. Huge, perfectly shaped wheels of cheese are swept into the viscous torrent, swaying and turning like clumsy rafts in the slow-moving flood. High above the rising tide, a small, anthropomorphic mouse, its soft gray fur rendered in exquisite detail and wearing a tiny, slightly tilted white apron, desperately climbs onto a wooden shelf. Its claws clawed at the texture, its huge black eyes wide with comical fear, and its whole body trembled as it looked down at the sticky, advancing flood, creating an atmosphere of tense and whimsical danger.", + "seed": 32726, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_4/index_7081_seed_32726_dp_9_rank_18_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 4, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.2836451314389706, + "vlm_logprob": -0.2836451314389706, + "vlm_yes_no_margin": 2.149999964237213, + "vlm_token_credit": -0.2836451314389706, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0796477347612381 + ], + "opposite_logprob_tokens": [ + -2.5796477794647217 + ], + "logprob_reward": -0.0796477347612381, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.0796477347612381, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3461225926876068, + 0.022230256348848343, + 0.04140793904662132, + 0.045059241354465485, + 0.01679839938879013, + 0.22289395332336426, + 0.007111717015504837, + 0.18841569125652313, + 0.07867590337991714, + 0.03128433972597122 + ], + "top_frames": [ + 0, + 5, + 7 + ], + "selected_reward": -0.0796477347612381 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020604144781827927 + ], + "opposite_logprob_tokens": [ + -3.895604133605957 + ], + "logprob_reward": -0.020604144781827927, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020604144781827927, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1553688496351242, + 0.06952164322137833, + 0.06775233894586563, + 0.11190982162952423, + 0.055507171899080276, + 0.05253055691719055, + 0.019400084391236305, + 0.2091413289308548, + 0.0918644517660141, + 0.16700370609760284 + ], + "top_frames": [ + 7, + 9, + 0 + ], + "selected_reward": -0.020604144781827927 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14281068742275238 + ], + "opposite_logprob_tokens": [ + -2.017810583114624 + ], + "logprob_reward": -0.14281068742275238, + "yes_no_margin_reward": 1.8749998807907104, + "token_credit_reward": -0.14281068742275238, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.017183788120746613, + 0.023616299033164978, + 0.038736775517463684, + 0.025045892223715782, + 0.013553349301218987, + 0.056218452751636505, + 0.009444366209208965, + 0.6880295276641846, + 0.09359835833311081, + 0.034573182463645935 + ], + "top_frames": [ + 7, + 8, + 5 + ], + "selected_reward": -0.14281068742275238 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.1370632648468018 + ], + "opposite_logprob_tokens": [ + -0.387063205242157 + ], + "logprob_reward": -1.1370632648468018, + "yes_no_margin_reward": -0.7500000596046448, + "token_credit_reward": -1.1370632648468018, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.059516191482543945, + 0.03980599343776703, + 0.04166848212480545, + 0.06084160506725311, + 0.062118276953697205, + 0.10537931323051453, + 0.04008918255567551, + 0.5037723183631897, + 0.04338085651397705, + 0.043427724391222 + ], + "top_frames": [ + 7, + 5, + 4 + ], + "selected_reward": -1.1370632648468018 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the scene set in a charming artisan studio with polished copper vats and rustic wooden tables?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a thick river of melted cheese with a vibrant warm orange hue flooding the studio?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Is a small anthropomorphic mouse with soft gray fur and a tiny white apron visible climbing a wooden shelf?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do the overhead lights flicker erratically, casting dramatic dancing shadows across the walls and ceiling?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera slowly advance forward through the scene?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.038099825382232666 + ], + "opposite_logprob_tokens": [ + -3.288099765777588 + ], + "logprob_reward": -0.038099825382232666, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.038099825382232666, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09935231506824493, + 0.2827819287776947, + 0.06580799072980881, + 0.09913773089647293, + 0.12665633857250214, + 0.08630222082138062, + 0.046034861356019974, + 0.10995687544345856, + 0.04082684963941574, + 0.04314284026622772 + ], + "top_frames": [ + 1, + 4, + 7 + ], + "selected_reward": -0.038099825382232666 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "No", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_5/index_tensor([4857, 4857])_group_5_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_5/index_tensor([4857, 4857])_group_5_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..7666c06e9a03fe991e7b10651949c52a3b817eca --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_5/index_tensor([4857, 4857])_group_5_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "wide shot, shot from a slightly upward angle, captures a powerfully muscled man standing in a clearing surrounded by towering pine trees. He wears a sweat-soaked dark gray vest, revealing the wiry muscles of his arms beneath his bronzed skin. His face is covered with a scraggly, stubbled beard, his expression intensely focused. He grips a long, dark-wood-handled axe, its massive, polished steel head gleaming in the golden evening sunlight. Before him, a massive log of astonishing diameter, covered in rough bark, rests firmly on its anvil. With his feet firmly planted in the sawdust-strewn ground, he raises the axe high above his head, his back muscles tensing in a moment of strength. Then, with a powerful roar, he brings the axe down with all his might in a swift, fluid arc, the blade leaving a blurry afterimage in the air. With a resounding, crisp crack, the massive log, as if instantly detonated by an invisible force, split in two and violently flung apart. Countless wood chips and sawdust splattered like golden dust in the shaft of light that pierced the treetops. After completing the chop, the man remained leaning forward, gasping for breath. The entire scene was filled with the raw, pure aesthetic of power and the satisfaction of conquering nature.", + "seed": 11758, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_5/index_4857_seed_11758_dp_10_rank_20_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.05880978312343359, + "vlm_logprob": -0.05880978312343359, + "vlm_yes_no_margin": 3.2, + "vlm_token_credit": -0.05880978312343359, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1680896282196045 + ], + "opposite_logprob_tokens": [ + -1.9180896282196045 + ], + "logprob_reward": -0.1680896282196045, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.1680896282196045, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4973143935203552, + 0.039436373859643936, + 0.08698559552431107, + 0.05128182843327522, + 0.06375215202569962, + 0.04596603661775589, + 0.0734696313738823, + 0.034385498613119125, + 0.05881699547171593, + 0.048591502010822296 + ], + "top_frames": [ + 0, + 2, + 6 + ], + "selected_reward": -0.1680896282196045 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.043094344437122345 + ], + "opposite_logprob_tokens": [ + -3.1680943965911865 + ], + "logprob_reward": -0.043094344437122345, + "yes_no_margin_reward": 3.125, + "token_credit_reward": -0.043094344437122345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2018825113773346, + 0.07019951194524765, + 0.17026418447494507, + 0.03608296066522598, + 0.047414276748895645, + 0.14753414690494537, + 0.0943019762635231, + 0.04394097998738289, + 0.07780438661575317, + 0.11057509481906891 + ], + "top_frames": [ + 0, + 2, + 5 + ], + "selected_reward": -0.043094344437122345 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03809615224599838 + ], + "opposite_logprob_tokens": [ + -3.2880961894989014 + ], + "logprob_reward": -0.03809615224599838, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03809615224599838, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2629168629646301, + 0.04085748642683029, + 0.13188324868679047, + 0.029817329719662666, + 0.0825822502374649, + 0.047146596014499664, + 0.28535526990890503, + 0.028321724385023117, + 0.05193798989057541, + 0.039181288331747055 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.03809615224599838 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011073916219174862 + ], + "opposite_logprob_tokens": [ + -4.511074066162109 + ], + "logprob_reward": -0.011073916219174862, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011073916219174862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.3178146481513977, + 0.04078168049454689, + 0.07549075037240982, + 0.07284356653690338, + 0.1021801307797432, + 0.11818332225084305, + 0.06148910149931908, + 0.08601216971874237, + 0.047685179859399796, + 0.07751946151256561 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.011073916219174862 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369487449526787 + ], + "opposite_logprob_tokens": [ + -3.4086949825286865 + ], + "logprob_reward": -0.03369487449526787, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369487449526787, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.15481866896152496, + 0.06423405557870865, + 0.10650283098220825, + 0.02298554964363575, + 0.0648382231593132, + 0.04504599794745445, + 0.08424145728349686, + 0.3802521228790283, + 0.03967273235321045, + 0.03740839287638664 + ], + "top_frames": [ + 7, + 0, + 2 + ], + "selected_reward": -0.03369487449526787 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, shot from a slightly upward angle, captures a powerfully muscled man standing in a clearing surrounded by towering pine trees. He wears a sweat-soaked dark gray vest, revealing the wiry muscles of his arms beneath his bronzed skin. His face is covered with a scraggly, stubbled beard, his expression intensely focused. He grips a long, dark-wood-handled axe, its massive, polished steel head gleaming in the golden evening sunlight. Before him, a massive log of astonishing diameter, covered in rough bark, rests firmly on its anvil. With his feet firmly planted in the sawdust-strewn ground, he raises the axe high above his head, his back muscles tensing in a moment of strength. Then, with a powerful roar, he brings the axe down with all his might in a swift, fluid arc, the blade leaving a blurry afterimage in the air. With a resounding, crisp crack, the massive log, as if instantly detonated by an invisible force, split in two and violently flung apart. Countless wood chips and sawdust splattered like golden dust in the shaft of light that pierced the treetops. After completing the chop, the man remained leaning forward, gasping for breath. The entire scene was filled with the raw, pure aesthetic of power and the satisfaction of conquering nature.", + "seed": 11759, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_5/index_4857_seed_11759_dp_10_rank_20_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.044848049990832806, + "vlm_logprob": -0.044848049990832806, + "vlm_yes_no_margin": 3.525, + "vlm_token_credit": -0.044848049990832806, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12452603876590729 + ], + "opposite_logprob_tokens": [ + -2.249526023864746 + ], + "logprob_reward": -0.12452603876590729, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.12452603876590729, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13946066796779633, + 0.01491142064332962, + 0.019702225923538208, + 0.02668963372707367, + 0.04118039458990097, + 0.016297750174999237, + 0.009846216067671776, + 0.017524776980280876, + 0.012643794529139996, + 0.7017431259155273 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.12452603876590729 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008657422848045826 + ], + "opposite_logprob_tokens": [ + -4.758657455444336 + ], + "logprob_reward": -0.008657422848045826, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008657422848045826, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.010738538578152657, + 0.004844856448471546, + 0.00261375168338418, + 0.00630886759608984, + 0.0032852161675691605, + 0.009415571577847004, + 0.0025980796199291945, + 0.001737389713525772, + 0.02823842130601406, + 0.930219292640686 + ], + "top_frames": [ + 9, + 8, + 0 + ], + "selected_reward": -0.008657422848045826 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026339925825595856 + ], + "opposite_logprob_tokens": [ + -3.6513400077819824 + ], + "logprob_reward": -0.026339925825595856, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026339925825595856, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.02221130020916462, + 0.006244652438908815, + 0.010041436180472374, + 0.005801225081086159, + 0.020338140428066254, + 0.01222569216042757, + 0.004374519921839237, + 0.0056810989044606686, + 0.009930980391800404, + 0.9031509160995483 + ], + "top_frames": [ + 9, + 0, + 4 + ], + "selected_reward": -0.026339925825595856 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016070714220404625 + ], + "opposite_logprob_tokens": [ + -4.14107084274292 + ], + "logprob_reward": -0.016070714220404625, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016070714220404625, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03676086664199829, + 0.018825555220246315, + 0.01276357565075159, + 0.029970547184348106, + 0.038150083273649216, + 0.025748463347554207, + 0.005471918266266584, + 0.02487810328602791, + 0.016709020361304283, + 0.7907218337059021 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.016070714220404625 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048646148294210434 + ], + "opposite_logprob_tokens": [ + -3.0486462116241455 + ], + "logprob_reward": -0.048646148294210434, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048646148294210434, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07854221016168594, + 0.03611794486641884, + 0.023995347321033478, + 0.04106907546520233, + 0.02871481329202652, + 0.04282737523317337, + 0.009291653521358967, + 0.030814150348305702, + 0.0529140830039978, + 0.6557133793830872 + ], + "top_frames": [ + 9, + 0, + 8 + ], + "selected_reward": -0.048646148294210434 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, shot from a slightly upward angle, captures a powerfully muscled man standing in a clearing surrounded by towering pine trees. He wears a sweat-soaked dark gray vest, revealing the wiry muscles of his arms beneath his bronzed skin. His face is covered with a scraggly, stubbled beard, his expression intensely focused. He grips a long, dark-wood-handled axe, its massive, polished steel head gleaming in the golden evening sunlight. Before him, a massive log of astonishing diameter, covered in rough bark, rests firmly on its anvil. With his feet firmly planted in the sawdust-strewn ground, he raises the axe high above his head, his back muscles tensing in a moment of strength. Then, with a powerful roar, he brings the axe down with all his might in a swift, fluid arc, the blade leaving a blurry afterimage in the air. With a resounding, crisp crack, the massive log, as if instantly detonated by an invisible force, split in two and violently flung apart. Countless wood chips and sawdust splattered like golden dust in the shaft of light that pierced the treetops. After completing the chop, the man remained leaning forward, gasping for breath. The entire scene was filled with the raw, pure aesthetic of power and the satisfaction of conquering nature.", + "seed": 11760, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_5/index_4857_seed_11760_dp_11_rank_22_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.061694208346307275, + "vlm_logprob": -0.061694208346307275, + "vlm_yes_no_margin": 3.075, + "vlm_token_credit": -0.061694208346307275, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.15418845415115356 + ], + "opposite_logprob_tokens": [ + -2.029188394546509 + ], + "logprob_reward": -0.15418845415115356, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.15418845415115356, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12581446766853333, + 0.024031314998865128, + 0.05044727399945259, + 0.11046649515628815, + 0.20864881575107574, + 0.06939416378736496, + 0.11668054759502411, + 0.10360308736562729, + 0.17183203995227814, + 0.01908177137374878 + ], + "top_frames": [ + 4, + 8, + 0 + ], + "selected_reward": -0.15418845415115356 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.012567962519824505 + ], + "opposite_logprob_tokens": [ + -4.38756799697876 + ], + "logprob_reward": -0.012567962519824505, + "yes_no_margin_reward": 4.375, + "token_credit_reward": -0.012567962519824505, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1440565139055252, + 0.036464471369981766, + 0.08936866372823715, + 0.2630029618740082, + 0.21875235438346863, + 0.06414040923118591, + 0.024970095604658127, + 0.03435817360877991, + 0.0733276903629303, + 0.05155869200825691 + ], + "top_frames": [ + 3, + 4, + 0 + ], + "selected_reward": -0.012567962519824505 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486559122800827 + ], + "opposite_logprob_tokens": [ + -3.0486559867858887 + ], + "logprob_reward": -0.0486559122800827, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486559122800827, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.0905761867761612, + 0.027282394468784332, + 0.16360387206077576, + 0.15146271884441376, + 0.157123401761055, + 0.07384360581636429, + 0.043087951838970184, + 0.10396851599216461, + 0.16690693795681, + 0.022144371643662453 + ], + "top_frames": [ + 8, + 2, + 4 + ], + "selected_reward": -0.0486559122800827 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03810453042387962 + ], + "opposite_logprob_tokens": [ + -3.28810453414917 + ], + "logprob_reward": -0.03810453042387962, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03810453042387962, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03748584911227226, + 0.017520075663924217, + 0.10850973427295685, + 0.05085620656609535, + 0.2206360548734665, + 0.13550744950771332, + 0.05346744507551193, + 0.13963745534420013, + 0.21984654664993286, + 0.016533182933926582 + ], + "top_frames": [ + 4, + 8, + 7 + ], + "selected_reward": -0.03810453042387962 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.05495418235659599 + ], + "opposite_logprob_tokens": [ + -2.9299542903900146 + ], + "logprob_reward": -0.05495418235659599, + "yes_no_margin_reward": 2.875, + "token_credit_reward": -0.05495418235659599, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16216328740119934, + 0.04084203019738197, + 0.08476431667804718, + 0.12706120312213898, + 0.09576092660427094, + 0.08947999775409698, + 0.06439103186130524, + 0.09655933827161789, + 0.20011262595653534, + 0.03886521980166435 + ], + "top_frames": [ + 8, + 0, + 3 + ], + "selected_reward": -0.05495418235659599 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "wide shot, shot from a slightly upward angle, captures a powerfully muscled man standing in a clearing surrounded by towering pine trees. He wears a sweat-soaked dark gray vest, revealing the wiry muscles of his arms beneath his bronzed skin. His face is covered with a scraggly, stubbled beard, his expression intensely focused. He grips a long, dark-wood-handled axe, its massive, polished steel head gleaming in the golden evening sunlight. Before him, a massive log of astonishing diameter, covered in rough bark, rests firmly on its anvil. With his feet firmly planted in the sawdust-strewn ground, he raises the axe high above his head, his back muscles tensing in a moment of strength. Then, with a powerful roar, he brings the axe down with all his might in a swift, fluid arc, the blade leaving a blurry afterimage in the air. With a resounding, crisp crack, the massive log, as if instantly detonated by an invisible force, split in two and violently flung apart. Countless wood chips and sawdust splattered like golden dust in the shaft of light that pierced the treetops. After completing the chop, the man remained leaning forward, gasping for breath. The entire scene was filled with the raw, pure aesthetic of power and the satisfaction of conquering nature.", + "seed": 11761, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_5/index_4857_seed_11761_dp_11_rank_22_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 5, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.03433611020445824, + "vlm_logprob": -0.03433611020445824, + "vlm_yes_no_margin": 3.6, + "vlm_token_credit": -0.03433611020445824, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03300296142697334 + ], + "opposite_logprob_tokens": [ + -3.6580028533935547 + ], + "logprob_reward": -0.03300296142697334, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.03300296142697334, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14939510822296143, + 0.04226956516504288, + 0.08657419681549072, + 0.17502360045909882, + 0.06346011161804199, + 0.051752686500549316, + 0.20839352905750275, + 0.10337477177381516, + 0.03677470237016678, + 0.08298169076442719 + ], + "top_frames": [ + 6, + 3, + 0 + ], + "selected_reward": -0.03300296142697334 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018207555636763573 + ], + "opposite_logprob_tokens": [ + -4.018207550048828 + ], + "logprob_reward": -0.018207555636763573, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018207555636763573, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2147095650434494, + 0.12111400812864304, + 0.08882462978363037, + 0.06735425442457199, + 0.07335545122623444, + 0.08265740424394608, + 0.13848301768302917, + 0.068559430539608, + 0.031715381890535355, + 0.11322686076164246 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.018207555636763573 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.048652734607458115 + ], + "opposite_logprob_tokens": [ + -3.0486526489257812 + ], + "logprob_reward": -0.048652734607458115, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.048652734607458115, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08807770907878876, + 0.06907498836517334, + 0.12082386761903763, + 0.10388606041669846, + 0.019435621798038483, + 0.10346531122922897, + 0.30059969425201416, + 0.06965531408786774, + 0.029862798750400543, + 0.0951186791062355 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -0.048652734607458115 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009782234206795692 + ], + "opposite_logprob_tokens": [ + -4.634782314300537 + ], + "logprob_reward": -0.009782234206795692, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009782234206795692, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.07299156486988068, + 0.03845622017979622, + 0.08454044908285141, + 0.06925700604915619, + 0.03555188700556755, + 0.1651386171579361, + 0.3873339891433716, + 0.06932874768972397, + 0.01722361147403717, + 0.06017792969942093 + ], + "top_frames": [ + 6, + 5, + 2 + ], + "selected_reward": -0.009782234206795692 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a wide shot taken from a slightly upward angle?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the scene set in a clearing surrounded by towering pine trees?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the man wear a sweat-soaked dark gray vest and have a scraggly, stubbled beard?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Does the man raise a long axe with a dark-wood handle and polished steel head, then chop a massive log causing it to split in two?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Are wood chips and sawdust splattered in the shaft of light piercing the treetops after the chop?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.06203506514430046 + ], + "opposite_logprob_tokens": [ + -2.812035083770752 + ], + "logprob_reward": -0.06203506514430046, + "yes_no_margin_reward": 2.75, + "token_credit_reward": -0.06203506514430046, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.051513686776161194, + 0.03493892773985863, + 0.0566154420375824, + 0.040875427424907684, + 0.04546984285116196, + 0.1284395307302475, + 0.4987494945526123, + 0.039993688464164734, + 0.030910853296518326, + 0.07249309122562408 + ], + "top_frames": [ + 6, + 5, + 9 + ], + "selected_reward": -0.06203506514430046 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_6/index_tensor([1282, 1282])_group_6_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_6/index_tensor([1282, 1282])_group_6_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..afd3828479d6ca88b7597fc472c306dff7433b4f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_6/index_tensor([1282, 1282])_group_6_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "macro-level tracking shot tilts smoothly to the left, closely following the gentle journey of a translucent Velella Velella Velella drifting across the calm sea. The entire scene is bathed in the intimate, romantic, warm glow of a vibrant sunset. The creature's delicate, carapace-like sail is a tiny transparent triangle that catches the low-angle golden light, causing it to glow from within. Its main body, a deep blue disk with visible concentric rings, floats serenely. Just beneath the glassy surface, a swarm of delicate dark blue tentacles delicately trails, swaying in subtle, rhythmic motions in the calm waters as the creature passively feeds on invisible plankton. The ocean itself is a mirror, perfectly reflecting the sky's magnificent colors of fiery orange, soft pink, and deep burgundy. The low-hanging sun carves a shimmering, dreamy path across the water, creating an atmosphere of profound tranquility and serene beauty.", + "seed": 28696, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_6/index_1282_seed_28696_dp_12_rank_24_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.1660561074502766, + "vlm_logprob": -0.1660561074502766, + "vlm_yes_no_margin": 2.8, + "vlm_token_credit": -0.1660561074502766, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07994535565376282 + ], + "opposite_logprob_tokens": [ + -2.5799453258514404 + ], + "logprob_reward": -0.07994535565376282, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07994535565376282, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2123986929655075, + 0.10323145240545273, + 0.18076369166374207, + 0.23777103424072266, + 0.05121423676609993, + 0.02327088639140129, + 0.06996485590934753, + 0.03108881786465645, + 0.045555613934993744, + 0.04474073648452759 + ], + "top_frames": [ + 3, + 0, + 2 + ], + "selected_reward": -0.07994535565376282 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023300884291529655 + ], + "opposite_logprob_tokens": [ + -3.773300886154175 + ], + "logprob_reward": -0.023300884291529655, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023300884291529655, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2722361981868744, + 0.08252177387475967, + 0.2582762539386749, + 0.07249027490615845, + 0.05931372568011284, + 0.05457092076539993, + 0.03856236860156059, + 0.06672478467226028, + 0.055411916226148605, + 0.039891816675662994 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.023300884291529655 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0890301913022995 + ], + "opposite_logprob_tokens": [ + -2.4640302658081055 + ], + "logprob_reward": -0.0890301913022995, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.0890301913022995, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2067054808139801, + 0.12623554468154907, + 0.18074479699134827, + 0.07784347236156464, + 0.04029984772205353, + 0.09236368536949158, + 0.041717614978551865, + 0.10471422225236893, + 0.04407070577144623, + 0.0853046327829361 + ], + "top_frames": [ + 0, + 2, + 1 + ], + "selected_reward": -0.0890301913022995 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005246442276984453 + ], + "opposite_logprob_tokens": [ + -5.255246639251709 + ], + "logprob_reward": -0.005246442276984453, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005246442276984453, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.23263828456401825, + 0.11015158891677856, + 0.08982247859239578, + 0.13260821998119354, + 0.11059290915727615, + 0.060546841472387314, + 0.06826344132423401, + 0.0806628167629242, + 0.03364992514252663, + 0.08106350898742676 + ], + "top_frames": [ + 0, + 3, + 4 + ], + "selected_reward": -0.005246442276984453 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.6327576637268066 + ], + "opposite_logprob_tokens": [ + -0.7577576637268066 + ], + "logprob_reward": -0.6327576637268066, + "yes_no_margin_reward": 0.125, + "token_credit_reward": -0.6327576637268066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1101381778717041, + 0.10135994851589203, + 0.44282132387161255, + 0.08728627860546112, + 0.04012088477611542, + 0.022385071963071823, + 0.010653674602508545, + 0.07475665211677551, + 0.03400379791855812, + 0.07647417485713959 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.6327576637268066 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro-level tracking shot tilts smoothly to the left, closely following the gentle journey of a translucent Velella Velella Velella drifting across the calm sea. The entire scene is bathed in the intimate, romantic, warm glow of a vibrant sunset. The creature's delicate, carapace-like sail is a tiny transparent triangle that catches the low-angle golden light, causing it to glow from within. Its main body, a deep blue disk with visible concentric rings, floats serenely. Just beneath the glassy surface, a swarm of delicate dark blue tentacles delicately trails, swaying in subtle, rhythmic motions in the calm waters as the creature passively feeds on invisible plankton. The ocean itself is a mirror, perfectly reflecting the sky's magnificent colors of fiery orange, soft pink, and deep burgundy. The low-hanging sun carves a shimmering, dreamy path across the water, creating an atmosphere of profound tranquility and serene beauty.", + "seed": 28697, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_6/index_1282_seed_28697_dp_12_rank_24_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.05835706070065498, + "vlm_logprob": -0.05835706070065498, + "vlm_yes_no_margin": 3.25, + "vlm_token_credit": -0.05835706070065498, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.026900580152869225 + ], + "opposite_logprob_tokens": [ + -3.65190052986145 + ], + "logprob_reward": -0.026900580152869225, + "yes_no_margin_reward": 3.625, + "token_credit_reward": -0.026900580152869225, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14429865777492523, + 0.2970569431781769, + 0.022292498499155045, + 0.13882911205291748, + 0.03511194512248039, + 0.09118882566690445, + 0.05071776732802391, + 0.11663741618394852, + 0.06998556107282639, + 0.03388126939535141 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.026900580152869225 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023308688774704933 + ], + "opposite_logprob_tokens": [ + -3.773308753967285 + ], + "logprob_reward": -0.023308688774704933, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023308688774704933, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.33105385303497314, + 0.10489203035831451, + 0.03812753036618233, + 0.05900505185127258, + 0.09196048974990845, + 0.059975411742925644, + 0.03518008813261986, + 0.10171295702457428, + 0.07347028702497482, + 0.10462228208780289 + ], + "top_frames": [ + 0, + 1, + 9 + ], + "selected_reward": -0.023308688774704933 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.08903411775827408 + ], + "opposite_logprob_tokens": [ + -2.464034080505371 + ], + "logprob_reward": -0.08903411775827408, + "yes_no_margin_reward": 2.375, + "token_credit_reward": -0.08903411775827408, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10839031636714935, + 0.11063195765018463, + 0.03854282572865486, + 0.07496073842048645, + 0.20457758009433746, + 0.08720946311950684, + 0.06077435612678528, + 0.11866165697574615, + 0.11164906620979309, + 0.08460210263729095 + ], + "top_frames": [ + 4, + 7, + 8 + ], + "selected_reward": -0.08903411775827408 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009775977581739426 + ], + "opposite_logprob_tokens": [ + -4.6347761154174805 + ], + "logprob_reward": -0.009775977581739426, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009775977581739426, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2442014068365097, + 0.2645898461341858, + 0.042407404631376266, + 0.06401636451482773, + 0.04214904084801674, + 0.037734709680080414, + 0.035433199256658554, + 0.09051255881786346, + 0.06150322034955025, + 0.11745230853557587 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.009775977581739426 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.14276593923568726 + ], + "opposite_logprob_tokens": [ + -2.017765998840332 + ], + "logprob_reward": -0.14276593923568726, + "yes_no_margin_reward": 1.875, + "token_credit_reward": -0.14276593923568726, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08375182747840881, + 0.05098576843738556, + 0.05270558223128319, + 0.09440448880195618, + 0.01997797004878521, + 0.06269697844982147, + 0.05642601102590561, + 0.2753114104270935, + 0.2802853286266327, + 0.023454615846276283 + ], + "top_frames": [ + 8, + 7, + 3 + ], + "selected_reward": -0.14276593923568726 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro-level tracking shot tilts smoothly to the left, closely following the gentle journey of a translucent Velella Velella Velella drifting across the calm sea. The entire scene is bathed in the intimate, romantic, warm glow of a vibrant sunset. The creature's delicate, carapace-like sail is a tiny transparent triangle that catches the low-angle golden light, causing it to glow from within. Its main body, a deep blue disk with visible concentric rings, floats serenely. Just beneath the glassy surface, a swarm of delicate dark blue tentacles delicately trails, swaying in subtle, rhythmic motions in the calm waters as the creature passively feeds on invisible plankton. The ocean itself is a mirror, perfectly reflecting the sky's magnificent colors of fiery orange, soft pink, and deep burgundy. The low-hanging sun carves a shimmering, dreamy path across the water, creating an atmosphere of profound tranquility and serene beauty.", + "seed": 28698, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_6/index_1282_seed_28698_dp_13_rank_26_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.09756660228595138, + "vlm_logprob": -0.09756660228595138, + "vlm_yes_no_margin": 3.775, + "vlm_token_credit": -0.09756660228595138, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01445629820227623 + ], + "opposite_logprob_tokens": [ + -4.264456272125244 + ], + "logprob_reward": -0.01445629820227623, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.01445629820227623, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32844606041908264, + 0.13477692008018494, + 0.07107549160718918, + 0.06333790719509125, + 0.05412798002362251, + 0.03507695719599724, + 0.1167365312576294, + 0.051080163568258286, + 0.07349985092878342, + 0.07184212654829025 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.01445629820227623 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.007637585513293743 + ], + "opposite_logprob_tokens": [ + -4.8826375007629395 + ], + "logprob_reward": -0.007637585513293743, + "yes_no_margin_reward": 4.875, + "token_credit_reward": -0.007637585513293743, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.26046720147132874, + 0.20687466859817505, + 0.05254387855529785, + 0.09974299371242523, + 0.0398542657494545, + 0.048583418130874634, + 0.05465380474925041, + 0.08542260527610779, + 0.05349956825375557, + 0.09835760295391083 + ], + "top_frames": [ + 0, + 1, + 3 + ], + "selected_reward": -0.007637585513293743 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03369199112057686 + ], + "opposite_logprob_tokens": [ + -3.408691883087158 + ], + "logprob_reward": -0.03369199112057686, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03369199112057686, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1856880784034729, + 0.27766916155815125, + 0.045684024691581726, + 0.04681794345378876, + 0.04386284574866295, + 0.07431049644947052, + 0.07842609286308289, + 0.0680234283208847, + 0.08608872443437576, + 0.09342913329601288 + ], + "top_frames": [ + 1, + 0, + 9 + ], + "selected_reward": -0.03369199112057686 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031884093768894672 + ], + "opposite_logprob_tokens": [ + -5.753188610076904 + ], + "logprob_reward": -0.0031884093768894672, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031884093768894672, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1700533926486969, + 0.17264536023139954, + 0.06453675031661987, + 0.06040135771036148, + 0.07235337793827057, + 0.1698247492313385, + 0.06832250952720642, + 0.09259803593158722, + 0.05652659013867378, + 0.07273793965578079 + ], + "top_frames": [ + 1, + 0, + 5 + ], + "selected_reward": -0.0031884093768894672 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.4288587272167206 + ], + "opposite_logprob_tokens": [ + -1.053858757019043 + ], + "logprob_reward": -0.4288587272167206, + "yes_no_margin_reward": 0.625, + "token_credit_reward": -0.4288587272167206, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19838839769363403, + 0.10022968053817749, + 0.09295045584440231, + 0.08602100610733032, + 0.08060077577829361, + 0.04815475270152092, + 0.07996251434087753, + 0.04889679327607155, + 0.07061707973480225, + 0.1941785216331482 + ], + "top_frames": [ + 0, + 9, + 1 + ], + "selected_reward": -0.4288587272167206 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "macro-level tracking shot tilts smoothly to the left, closely following the gentle journey of a translucent Velella Velella Velella drifting across the calm sea. The entire scene is bathed in the intimate, romantic, warm glow of a vibrant sunset. The creature's delicate, carapace-like sail is a tiny transparent triangle that catches the low-angle golden light, causing it to glow from within. Its main body, a deep blue disk with visible concentric rings, floats serenely. Just beneath the glassy surface, a swarm of delicate dark blue tentacles delicately trails, swaying in subtle, rhythmic motions in the calm waters as the creature passively feeds on invisible plankton. The ocean itself is a mirror, perfectly reflecting the sky's magnificent colors of fiery orange, soft pink, and deep burgundy. The low-hanging sun carves a shimmering, dreamy path across the water, creating an atmosphere of profound tranquility and serene beauty.", + "seed": 28699, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_6/index_1282_seed_28699_dp_13_rank_26_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 6, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.10331197008490563, + "vlm_logprob": -0.10331197008490563, + "vlm_yes_no_margin": 3.975, + "vlm_token_credit": -0.10331197008490563, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.011337144300341606 + ], + "opposite_logprob_tokens": [ + -4.5113372802734375 + ], + "logprob_reward": -0.011337144300341606, + "yes_no_margin_reward": 4.5, + "token_credit_reward": -0.011337144300341606, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6356913447380066, + 0.06538763642311096, + 0.02493366412818432, + 0.06430982053279877, + 0.01713951863348484, + 0.008458205498754978, + 0.052343498915433884, + 0.09621112793684006, + 0.02525893971323967, + 0.01026613637804985 + ], + "top_frames": [ + 0, + 7, + 1 + ], + "selected_reward": -0.011337144300341606 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00410274276509881 + ], + "opposite_logprob_tokens": [ + -5.50410270690918 + ], + "logprob_reward": -0.00410274276509881, + "yes_no_margin_reward": 5.5, + "token_credit_reward": -0.00410274276509881, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.590813159942627, + 0.0653403028845787, + 0.04486629739403725, + 0.03666434809565544, + 0.039774198085069656, + 0.05455519258975983, + 0.11058978736400604, + 0.013229015283286572, + 0.0250001922249794, + 0.01916757971048355 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.00410274276509881 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02328225038945675 + ], + "opposite_logprob_tokens": [ + -3.773282289505005 + ], + "logprob_reward": -0.02328225038945675, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02328225038945675, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.24639764428138733, + 0.03681640326976776, + 0.11652076244354248, + 0.0769820585846901, + 0.07290898263454437, + 0.14175927639007568, + 0.21103012561798096, + 0.03041381761431694, + 0.03556095063686371, + 0.03160993382334709 + ], + "top_frames": [ + 0, + 6, + 5 + ], + "selected_reward": -0.02328225038945675 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0036104037426412106 + ], + "opposite_logprob_tokens": [ + -5.628610610961914 + ], + "logprob_reward": -0.0036104037426412106, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.0036104037426412106, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.6532037854194641, + 0.047558918595314026, + 0.02104501612484455, + 0.0212179496884346, + 0.012362263165414333, + 0.017254797741770744, + 0.051438651978969574, + 0.1336861550807953, + 0.022776413708925247, + 0.019456051290035248 + ], + "top_frames": [ + 0, + 7, + 6 + ], + "selected_reward": -0.0036104037426412106 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the main subject a translucent Velella Velella drifting across the sea?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Does the creature have a tiny transparent triangular sail and a deep blue disk body with visible concentric rings?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are delicate dark blue tentacles visible beneath the creature swaying in the water?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is the ocean surface calm and acting as a mirror reflecting fiery orange, soft pink, and deep burgundy colors?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Does the camera execute a smooth tilt to the left while following the creature?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.47422730922698975 + ], + "opposite_logprob_tokens": [ + -0.9742273092269897 + ], + "logprob_reward": -0.47422730922698975, + "yes_no_margin_reward": 0.5, + "token_credit_reward": -0.47422730922698975, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.32518208026885986, + 0.09379490464925766, + 0.06991484016180038, + 0.05263373628258705, + 0.05449244752526283, + 0.07000546902418137, + 0.2569847106933594, + 0.03681160509586334, + 0.012001392431557178, + 0.028178835287690163 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.47422730922698975 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_7/index_tensor([618, 618])_group_7_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_7/index_tensor([618, 618])_group_7_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..ede88be16123ae06215767306c51d9d27d25ebb4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_7/index_tensor([618, 618])_group_7_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "In an unadorned documentary style, a static, tight close-up captured by a high-speed Phantom camera focuses on a section of a weathered, red-brick wall where a vibrant mural is peeling. Shot in extremely high frame rate slow motion, the action begins with a large, palm-sized mural, laden with thick layers of cobalt blue and sun-yellow paint, visibly bulging outward from the wall. With majestic slowness, it separates, tumbling through the air to reveal the raw, chalky plaster beneath. Simultaneously, a soft, gray dust puffs out from the separation point, tumbling gently. Individual, smaller, vibrantly colored paint fragments break free from the main fragment and scatter like confetti against the soft backdrop of the dust cloud and the rough, earthy texture of the exposed brick, creating a visually striking and poignant scene of decay.", + "seed": 23458, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_7/index_618_seed_23458_dp_14_rank_28_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.30037555946037175, + "vlm_logprob": -0.30037555946037175, + "vlm_yes_no_margin": 3.5, + "vlm_token_credit": -0.30037555946037175, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -1.4067305326461792 + ], + "opposite_logprob_tokens": [ + -0.2817305624485016 + ], + "logprob_reward": -1.4067305326461792, + "yes_no_margin_reward": -1.125, + "token_credit_reward": -1.4067305326461792, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.4641818106174469, + 0.08720361441373825, + 0.056433677673339844, + 0.14167556166648865, + 0.03127305209636688, + 0.021384209394454956, + 0.04681883752346039, + 0.0372764877974987, + 0.08403901755809784, + 0.029713725671172142 + ], + "top_frames": [ + 0, + 3, + 1 + ], + "selected_reward": -1.4067305326461792 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003209917340427637 + ], + "opposite_logprob_tokens": [ + -5.753210067749023 + ], + "logprob_reward": -0.003209917340427637, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003209917340427637, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4452876150608063, + 0.07794854789972305, + 0.06063350662589073, + 0.11306512355804443, + 0.03903390094637871, + 0.039212509989738464, + 0.05093561112880707, + 0.04902663826942444, + 0.09438038617372513, + 0.030476154759526253 + ], + "top_frames": [ + 0, + 3, + 8 + ], + "selected_reward": -0.003209917340427637 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003195776604115963 + ], + "opposite_logprob_tokens": [ + -5.753195762634277 + ], + "logprob_reward": -0.003195776604115963, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.003195776604115963, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4861089885234833, + 0.08756211400032043, + 0.05835353583097458, + 0.09084834903478622, + 0.02824064902961254, + 0.03422512859106064, + 0.025978920981287956, + 0.09488045424222946, + 0.07175146043300629, + 0.02205033414065838 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.003195776604115963 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00978010892868042 + ], + "opposite_logprob_tokens": [ + -4.634779930114746 + ], + "logprob_reward": -0.00978010892868042, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.00978010892868042, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.238155335187912, + 0.05628189072012901, + 0.0463261753320694, + 0.14197863638401031, + 0.03540842607617378, + 0.05704039707779884, + 0.06558442115783691, + 0.22820572555065155, + 0.09960178285837173, + 0.031417202204465866 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.00978010892868042 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07896146178245544 + ], + "opposite_logprob_tokens": [ + -2.5789613723754883 + ], + "logprob_reward": -0.07896146178245544, + "yes_no_margin_reward": 2.5, + "token_credit_reward": -0.07896146178245544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19627398252487183, + 0.06906028836965561, + 0.06959268450737, + 0.1919998973608017, + 0.06069016829133034, + 0.04406587406992912, + 0.040649134665727615, + 0.24677039682865143, + 0.04738474264740944, + 0.03351278975605965 + ], + "top_frames": [ + 7, + 0, + 3 + ], + "selected_reward": -0.07896146178245544 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an unadorned documentary style, a static, tight close-up captured by a high-speed Phantom camera focuses on a section of a weathered, red-brick wall where a vibrant mural is peeling. Shot in extremely high frame rate slow motion, the action begins with a large, palm-sized mural, laden with thick layers of cobalt blue and sun-yellow paint, visibly bulging outward from the wall. With majestic slowness, it separates, tumbling through the air to reveal the raw, chalky plaster beneath. Simultaneously, a soft, gray dust puffs out from the separation point, tumbling gently. Individual, smaller, vibrantly colored paint fragments break free from the main fragment and scatter like confetti against the soft backdrop of the dust cloud and the rough, earthy texture of the exposed brick, creating a visually striking and poignant scene of decay.", + "seed": 23459, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_7/index_618_seed_23459_dp_14_rank_28_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.7124125093221665, + "vlm_logprob": -0.7124125093221665, + "vlm_yes_no_margin": 2.2, + "vlm_token_credit": -0.7124125093221665, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -3.4089620113372803 + ], + "opposite_logprob_tokens": [ + -0.033962007611989975 + ], + "logprob_reward": -3.4089620113372803, + "yes_no_margin_reward": -3.375, + "token_credit_reward": -3.4089620113372803, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.17654375731945038, + 0.09050451964139938, + 0.06339263170957565, + 0.054484572261571884, + 0.08965178579092026, + 0.13840602338314056, + 0.04208868369460106, + 0.240909144282341, + 0.05971859022974968, + 0.04430028796195984 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -3.4089620113372803 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016243143007159233 + ], + "opposite_logprob_tokens": [ + -4.141242980957031 + ], + "logprob_reward": -0.016243143007159233, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016243143007159233, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19977083802223206, + 0.07338964939117432, + 0.058095116168260574, + 0.03689192980527878, + 0.06060463562607765, + 0.123690664768219, + 0.05019712820649147, + 0.2432594746351242, + 0.055319637060165405, + 0.09878091514110565 + ], + "top_frames": [ + 7, + 0, + 5 + ], + "selected_reward": -0.016243143007159233 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01825145073235035 + ], + "opposite_logprob_tokens": [ + -4.018251419067383 + ], + "logprob_reward": -0.01825145073235035, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.01825145073235035, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17314931750297546, + 0.06113304942846298, + 0.043849166482686996, + 0.05758286640048027, + 0.07164311408996582, + 0.1225442960858345, + 0.036220110952854156, + 0.2177410125732422, + 0.05170619115233421, + 0.1644309163093567 + ], + "top_frames": [ + 7, + 0, + 9 + ], + "selected_reward": -0.01825145073235035 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018213994801044464 + ], + "opposite_logprob_tokens": [ + -4.018214225769043 + ], + "logprob_reward": -0.018213994801044464, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018213994801044464, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09756699949502945, + 0.04348907247185707, + 0.025451907888054848, + 0.05242614075541496, + 0.05622349679470062, + 0.09223010390996933, + 0.03111872635781765, + 0.10594532638788223, + 0.08034190535545349, + 0.41520628333091736 + ], + "top_frames": [ + 9, + 7, + 0 + ], + "selected_reward": -0.018213994801044464 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.1003919467329979 + ], + "opposite_logprob_tokens": [ + -2.3503918647766113 + ], + "logprob_reward": -0.1003919467329979, + "yes_no_margin_reward": 2.25, + "token_credit_reward": -0.1003919467329979, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08955160528421402, + 0.047842368483543396, + 0.0988696962594986, + 0.1639581173658371, + 0.18064439296722412, + 0.09229058772325516, + 0.048395369201898575, + 0.07997966557741165, + 0.05732491984963417, + 0.14114326238632202 + ], + "top_frames": [ + 4, + 3, + 9 + ], + "selected_reward": -0.1003919467329979 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an unadorned documentary style, a static, tight close-up captured by a high-speed Phantom camera focuses on a section of a weathered, red-brick wall where a vibrant mural is peeling. Shot in extremely high frame rate slow motion, the action begins with a large, palm-sized mural, laden with thick layers of cobalt blue and sun-yellow paint, visibly bulging outward from the wall. With majestic slowness, it separates, tumbling through the air to reveal the raw, chalky plaster beneath. Simultaneously, a soft, gray dust puffs out from the separation point, tumbling gently. Individual, smaller, vibrantly colored paint fragments break free from the main fragment and scatter like confetti against the soft backdrop of the dust cloud and the rough, earthy texture of the exposed brick, creating a visually striking and poignant scene of decay.", + "seed": 23460, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_7/index_618_seed_23460_dp_15_rank_30_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.8513725969940424, + "vlm_logprob": -0.8513725969940424, + "vlm_yes_no_margin": 1.75, + "vlm_token_credit": -0.8513725969940424, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.018388748168945 + ], + "opposite_logprob_tokens": [ + -0.01838862895965576 + ], + "logprob_reward": -4.018388748168945, + "yes_no_margin_reward": -4.0, + "token_credit_reward": -4.018388748168945, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.0652381181716919, + 0.05893690511584282, + 0.12238809466362, + 0.10258267819881439, + 0.09794566035270691, + 0.0972713753581047, + 0.21563760936260223, + 0.0959639921784401, + 0.05871685966849327, + 0.08531876653432846 + ], + "top_frames": [ + 6, + 2, + 3 + ], + "selected_reward": -4.018388748168945 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03399346396327019 + ], + "opposite_logprob_tokens": [ + -3.4089934825897217 + ], + "logprob_reward": -0.03399346396327019, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.03399346396327019, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06519091129302979, + 0.09221144020557404, + 0.05965038761496544, + 0.07234999537467957, + 0.18743851780891418, + 0.16616882383823395, + 0.12123435735702515, + 0.10043233633041382, + 0.06085549667477608, + 0.07446776330471039 + ], + "top_frames": [ + 4, + 5, + 6 + ], + "selected_reward": -0.03399346396327019 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020664051175117493 + ], + "opposite_logprob_tokens": [ + -3.8956639766693115 + ], + "logprob_reward": -0.020664051175117493, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020664051175117493, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05070864036679268, + 0.044352881610393524, + 0.09454760700464249, + 0.0907512977719307, + 0.0913136675953865, + 0.060210082679986954, + 0.2644845247268677, + 0.14462195336818695, + 0.06396990269422531, + 0.09503943473100662 + ], + "top_frames": [ + 6, + 7, + 9 + ], + "selected_reward": -0.020664051175117493 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02333093248307705 + ], + "opposite_logprob_tokens": [ + -3.7733309268951416 + ], + "logprob_reward": -0.02333093248307705, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02333093248307705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.04795217886567116, + 0.037560272961854935, + 0.0695934146642685, + 0.17170502245426178, + 0.12737855315208435, + 0.13537728786468506, + 0.11060329526662827, + 0.147075816988945, + 0.06061500310897827, + 0.09213912487030029 + ], + "top_frames": [ + 3, + 7, + 5 + ], + "selected_reward": -0.02333093248307705 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.16048578917980194 + ], + "opposite_logprob_tokens": [ + -1.9104857444763184 + ], + "logprob_reward": -0.16048578917980194, + "yes_no_margin_reward": 1.75, + "token_credit_reward": -0.16048578917980194, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.05912766605615616, + 0.031787026673555374, + 0.06229763105511665, + 0.049871668219566345, + 0.2257310450077057, + 0.0666094645857811, + 0.14832662045955658, + 0.07675004750490189, + 0.16240115463733673, + 0.11709769070148468 + ], + "top_frames": [ + 4, + 8, + 6 + ], + "selected_reward": -0.16048578917980194 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "In an unadorned documentary style, a static, tight close-up captured by a high-speed Phantom camera focuses on a section of a weathered, red-brick wall where a vibrant mural is peeling. Shot in extremely high frame rate slow motion, the action begins with a large, palm-sized mural, laden with thick layers of cobalt blue and sun-yellow paint, visibly bulging outward from the wall. With majestic slowness, it separates, tumbling through the air to reveal the raw, chalky plaster beneath. Simultaneously, a soft, gray dust puffs out from the separation point, tumbling gently. Individual, smaller, vibrantly colored paint fragments break free from the main fragment and scatter like confetti against the soft backdrop of the dust cloud and the rough, earthy texture of the exposed brick, creating a visually striking and poignant scene of decay.", + "seed": 23461, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_7/index_618_seed_23461_dp_15_rank_30_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 7, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.914298315346241, + "vlm_logprob": -0.914298315346241, + "vlm_yes_no_margin": 1.825, + "vlm_token_credit": -0.914298315346241, + "vlm_yes_ratio": 0.8, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "No", + "normalized_pred_keywords": [ + "No" + ], + "target_logprob_tokens": [ + -4.387670040130615 + ], + "opposite_logprob_tokens": [ + -0.012669903226196766 + ], + "logprob_reward": -4.387670040130615, + "yes_no_margin_reward": -4.375, + "token_credit_reward": -4.387670040130615, + "yes_ratio_reward": 0.0, + "frame_importance": [ + 0.12073484808206558, + 0.06823267042636871, + 0.038835007697343826, + 0.038369931280612946, + 0.09521430730819702, + 0.23688772320747375, + 0.19761569797992706, + 0.06995535641908646, + 0.034210361540317535, + 0.0999440923333168 + ], + "top_frames": [ + 5, + 6, + 0 + ], + "selected_reward": -4.387670040130615 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02087421715259552 + ], + "opposite_logprob_tokens": [ + -3.895874261856079 + ], + "logprob_reward": -0.02087421715259552, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02087421715259552, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11250486969947815, + 0.05098946392536163, + 0.047916729003190994, + 0.03700457513332367, + 0.14616164565086365, + 0.19381244480609894, + 0.22233569622039795, + 0.052292585372924805, + 0.040420521050691605, + 0.09656152874231339 + ], + "top_frames": [ + 6, + 5, + 4 + ], + "selected_reward": -0.02087421715259552 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.016151536256074905 + ], + "opposite_logprob_tokens": [ + -4.141151428222656 + ], + "logprob_reward": -0.016151536256074905, + "yes_no_margin_reward": 4.125, + "token_credit_reward": -0.016151536256074905, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.14547130465507507, + 0.07487386465072632, + 0.059422463178634644, + 0.05629813298583031, + 0.12342598289251328, + 0.05562097206711769, + 0.24400661885738373, + 0.08554302155971527, + 0.06753898411989212, + 0.08779873698949814 + ], + "top_frames": [ + 6, + 0, + 4 + ], + "selected_reward": -0.016151536256074905 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.033748235553503036 + ], + "opposite_logprob_tokens": [ + -3.408748149871826 + ], + "logprob_reward": -0.033748235553503036, + "yes_no_margin_reward": 3.375, + "token_credit_reward": -0.033748235553503036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1196027398109436, + 0.037126325070858, + 0.04514849931001663, + 0.049647994339466095, + 0.1902380883693695, + 0.14051689207553864, + 0.11864069104194641, + 0.05366102606058121, + 0.192256361246109, + 0.05316128209233284 + ], + "top_frames": [ + 8, + 4, + 5 + ], + "selected_reward": -0.033748235553503036 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the shot a static, tight close-up of a weathered red-brick wall?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is a large, palm-sized mural section visible with thick layers of cobalt blue and sun-yellow paint?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Does the mural section bulge outward, separate from the wall, and tumble through the air to reveal raw chalky plaster?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Do smaller, vibrantly colored paint fragments break free and scatter like confetti while soft gray dust puffs out?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the video shot in extremely high frame rate slow motion?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.11304754763841629 + ], + "opposite_logprob_tokens": [ + -2.2380475997924805 + ], + "logprob_reward": -0.11304754763841629, + "yes_no_margin_reward": 2.125, + "token_credit_reward": -0.11304754763841629, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1201854944229126, + 0.04436716064810753, + 0.04578547552227974, + 0.053523462265729904, + 0.2370605766773224, + 0.12686893343925476, + 0.09497316181659698, + 0.0768737718462944, + 0.1255873590707779, + 0.07477463036775589 + ], + "top_frames": [ + 4, + 5, + 8 + ], + "selected_reward": -0.11304754763841629 + } + ], + "vlm_decoded_outputs": [ + "No", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_8/index_tensor([752, 752])_group_8_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_8/index_tensor([752, 752])_group_8_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..e3053137f398e008874a81b39e794882bd1d4fa4 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_8/index_tensor([752, 752])_group_8_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping drone shot, sweeping gracefully in a slow, smooth arc, circles the heart of the Forbidden City complex. Beneath a clear, cloudless blue sky, bright afternoon sunlight pours down, illuminating every golden glazed tile on the tiered roof of the Hall of Supreme Harmony, creating a vibrant, warm glow and a flowing sea of gold. As the camera pans, light sweeps across the neatly arranged tiles, highlighting their delicate texture and rhythm. Below, the crimson palace walls and white marble pedestals create a solemn backdrop. The vast courtyard, illuminated by the sunlight, casts long, sharply defined shadows, heightening the three-dimensionality and unparalleled scale of the entire complex. The entire scene is imbued with a sense of grandeur and the weight of history, creating an awe-inspiring atmosphere of tranquility and splendor.", + "seed": 21353, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_8/index_752_seed_21353_dp_16_rank_32_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.11969911046326161, + "vlm_logprob": -0.11969911046326161, + "vlm_yes_no_margin": 3.5249999523162843, + "vlm_token_credit": -0.11969911046326161, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.5247808694839478 + ], + "opposite_logprob_tokens": [ + -0.8997808694839478 + ], + "logprob_reward": -0.5247808694839478, + "yes_no_margin_reward": 0.375, + "token_credit_reward": -0.5247808694839478, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16547882556915283, + 0.06394016742706299, + 0.2135912925004959, + 0.15322822332382202, + 0.12246163934469223, + 0.04375559091567993, + 0.047420695424079895, + 0.03351438045501709, + 0.11537723988294601, + 0.0412319041788578 + ], + "top_frames": [ + 2, + 0, + 3 + ], + "selected_reward": -0.5247808694839478 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.03813207149505615 + ], + "opposite_logprob_tokens": [ + -3.2881321907043457 + ], + "logprob_reward": -0.03813207149505615, + "yes_no_margin_reward": 3.25, + "token_credit_reward": -0.03813207149505615, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2794352173805237, + 0.09062551707029343, + 0.08686735481023788, + 0.018713073804974556, + 0.10621759295463562, + 0.10075762867927551, + 0.18120044469833374, + 0.059239257127046585, + 0.05487877130508423, + 0.022065075114369392 + ], + "top_frames": [ + 0, + 6, + 4 + ], + "selected_reward": -0.03813207149505615 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0031969649717211723 + ], + "opposite_logprob_tokens": [ + -5.753197193145752 + ], + "logprob_reward": -0.0031969649717211723, + "yes_no_margin_reward": 5.75, + "token_credit_reward": -0.0031969649717211723, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17500360310077667, + 0.09750866144895554, + 0.11982262134552002, + 0.12310293316841125, + 0.10009659081697464, + 0.04175586625933647, + 0.07137469202280045, + 0.14309737086296082, + 0.09380894154310226, + 0.03442873805761337 + ], + "top_frames": [ + 0, + 7, + 3 + ], + "selected_reward": -0.0031969649717211723 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.01819058135151863 + ], + "opposite_logprob_tokens": [ + -4.018190383911133 + ], + "logprob_reward": -0.01819058135151863, + "yes_no_margin_reward": 3.999999761581421, + "token_credit_reward": -0.01819058135151863, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11587350815534592, + 0.09732992947101593, + 0.1835980862379074, + 0.12808041274547577, + 0.06665318459272385, + 0.07644807547330856, + 0.02884550578892231, + 0.022126486524939537, + 0.19266901910305023, + 0.08837582916021347 + ], + "top_frames": [ + 8, + 2, + 3 + ], + "selected_reward": -0.01819058135151863 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014195065014064312 + ], + "opposite_logprob_tokens": [ + -4.264194965362549 + ], + "logprob_reward": -0.014195065014064312, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014195065014064312, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21289120614528656, + 0.19980882108211517, + 0.10098113864660263, + 0.03374374285340309, + 0.07060651481151581, + 0.05277877673506737, + 0.09610731899738312, + 0.054161787033081055, + 0.14308606088161469, + 0.03583455830812454 + ], + "top_frames": [ + 0, + 1, + 8 + ], + "selected_reward": -0.014195065014064312 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping drone shot, sweeping gracefully in a slow, smooth arc, circles the heart of the Forbidden City complex. Beneath a clear, cloudless blue sky, bright afternoon sunlight pours down, illuminating every golden glazed tile on the tiered roof of the Hall of Supreme Harmony, creating a vibrant, warm glow and a flowing sea of gold. As the camera pans, light sweeps across the neatly arranged tiles, highlighting their delicate texture and rhythm. Below, the crimson palace walls and white marble pedestals create a solemn backdrop. The vast courtyard, illuminated by the sunlight, casts long, sharply defined shadows, heightening the three-dimensionality and unparalleled scale of the entire complex. The entire scene is imbued with a sense of grandeur and the weight of history, creating an awe-inspiring atmosphere of tranquility and splendor.", + "seed": 21354, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_8/index_752_seed_21354_dp_16_rank_32_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.08241838891990483, + "vlm_logprob": -0.08241838891990483, + "vlm_yes_no_margin": 3.7749999880790712, + "vlm_token_credit": -0.08241838891990483, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3502197861671448 + ], + "opposite_logprob_tokens": [ + -1.2252197265625 + ], + "logprob_reward": -0.3502197861671448, + "yes_no_margin_reward": 0.8749999403953552, + "token_credit_reward": -0.3502197861671448, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06623557209968567, + 0.04670114070177078, + 0.416898250579834, + 0.026232898235321045, + 0.03294750303030014, + 0.07239826768636703, + 0.056820761412382126, + 0.08058031648397446, + 0.14967533946037292, + 0.05151001736521721 + ], + "top_frames": [ + 2, + 8, + 7 + ], + "selected_reward": -0.3502197861671448 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.008658604696393013 + ], + "opposite_logprob_tokens": [ + -4.758658409118652 + ], + "logprob_reward": -0.008658604696393013, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.008658604696393013, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.22563904523849487, + 0.09395800530910492, + 0.08939708024263382, + 0.0841258317232132, + 0.13508281111717224, + 0.03925873711705208, + 0.0797048881649971, + 0.06830397248268127, + 0.10028301924467087, + 0.08424658328294754 + ], + "top_frames": [ + 0, + 4, + 8 + ], + "selected_reward": -0.008658604696393013 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0028247239533811808 + ], + "opposite_logprob_tokens": [ + -5.877824783325195 + ], + "logprob_reward": -0.0028247239533811808, + "yes_no_margin_reward": 5.875, + "token_credit_reward": -0.0028247239533811808, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.08217041939496994, + 0.09217046201229095, + 0.5593186616897583, + 0.027345603331923485, + 0.044459544122219086, + 0.031183136627078056, + 0.03506578877568245, + 0.034353069961071014, + 0.06927379965782166, + 0.024659527465701103 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.0028247239533811808 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02980804070830345 + ], + "opposite_logprob_tokens": [ + -3.5298080444335938 + ], + "logprob_reward": -0.02980804070830345, + "yes_no_margin_reward": 3.5, + "token_credit_reward": -0.02980804070830345, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13880762457847595, + 0.1530332714319229, + 0.2821160554885864, + 0.06337301433086395, + 0.1208752766251564, + 0.0791337788105011, + 0.028961768373847008, + 0.03769152984023094, + 0.05521770939230919, + 0.040789976716041565 + ], + "top_frames": [ + 2, + 1, + 0 + ], + "selected_reward": -0.02980804070830345 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02058078907430172 + ], + "opposite_logprob_tokens": [ + -3.895580768585205 + ], + "logprob_reward": -0.02058078907430172, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02058078907430172, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17545954883098602, + 0.10824893414974213, + 0.33705824613571167, + 0.03249640017747879, + 0.07782598584890366, + 0.06605780869722366, + 0.0564558170735836, + 0.05601571127772331, + 0.05070551112294197, + 0.039676036685705185 + ], + "top_frames": [ + 2, + 0, + 1 + ], + "selected_reward": -0.02058078907430172 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping drone shot, sweeping gracefully in a slow, smooth arc, circles the heart of the Forbidden City complex. Beneath a clear, cloudless blue sky, bright afternoon sunlight pours down, illuminating every golden glazed tile on the tiered roof of the Hall of Supreme Harmony, creating a vibrant, warm glow and a flowing sea of gold. As the camera pans, light sweeps across the neatly arranged tiles, highlighting their delicate texture and rhythm. Below, the crimson palace walls and white marble pedestals create a solemn backdrop. The vast courtyard, illuminated by the sunlight, casts long, sharply defined shadows, heightening the three-dimensionality and unparalleled scale of the entire complex. The entire scene is imbued with a sense of grandeur and the weight of history, creating an awe-inspiring atmosphere of tranquility and splendor.", + "seed": 21355, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_8/index_752_seed_21355_dp_17_rank_34_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.07478451067581773, + "vlm_logprob": -0.07478451067581773, + "vlm_yes_no_margin": 3.925, + "vlm_token_credit": -0.07478451067581773, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.3146551549434662 + ], + "opposite_logprob_tokens": [ + -1.3146551847457886 + ], + "logprob_reward": -0.3146551549434662, + "yes_no_margin_reward": 1.0, + "token_credit_reward": -0.3146551549434662, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.48556777834892273, + 0.10540954768657684, + 0.03468530997633934, + 0.055845774710178375, + 0.035744596272706985, + 0.058565687388181686, + 0.11742334812879562, + 0.014645786955952644, + 0.08154475688934326, + 0.010567416436970234 + ], + "top_frames": [ + 0, + 6, + 1 + ], + "selected_reward": -0.3146551549434662 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.014214104041457176 + ], + "opposite_logprob_tokens": [ + -4.264214038848877 + ], + "logprob_reward": -0.014214104041457176, + "yes_no_margin_reward": 4.25, + "token_credit_reward": -0.014214104041457176, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34339639544487, + 0.07593786716461182, + 0.030180005356669426, + 0.06471861898899078, + 0.1117606833577156, + 0.23983006179332733, + 0.02674238570034504, + 0.0299543309956789, + 0.026507770642638206, + 0.05097191035747528 + ], + "top_frames": [ + 0, + 5, + 4 + ], + "selected_reward": -0.014214104041457176 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0011829291470348835 + ], + "opposite_logprob_tokens": [ + -6.751183032989502 + ], + "logprob_reward": -0.0011829291470348835, + "yes_no_margin_reward": 6.75, + "token_credit_reward": -0.0011829291470348835, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.16705986857414246, + 0.03136096149682999, + 0.060541752725839615, + 0.05668392777442932, + 0.04502992331981659, + 0.050424087792634964, + 0.2617587745189667, + 0.21892137825489044, + 0.04379526153206825, + 0.064424067735672 + ], + "top_frames": [ + 6, + 7, + 0 + ], + "selected_reward": -0.0011829291470348835 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.023294130340218544 + ], + "opposite_logprob_tokens": [ + -3.77329421043396 + ], + "logprob_reward": -0.023294130340218544, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.023294130340218544, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1444653868675232, + 0.06816893815994263, + 0.0392955020070076, + 0.0560603104531765, + 0.0723172128200531, + 0.05721850320696831, + 0.1708374172449112, + 0.13914699852466583, + 0.0786191001534462, + 0.17387059330940247 + ], + "top_frames": [ + 9, + 6, + 0 + ], + "selected_reward": -0.023294130340218544 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02057623490691185 + ], + "opposite_logprob_tokens": [ + -3.895576238632202 + ], + "logprob_reward": -0.02057623490691185, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.02057623490691185, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2648162245750427, + 0.05715867877006531, + 0.03464701026678085, + 0.06012716516852379, + 0.07588991522789001, + 0.07972214370965958, + 0.05067749693989754, + 0.10689570009708405, + 0.1434788703918457, + 0.12658677995204926 + ], + "top_frames": [ + 0, + 8, + 9 + ], + "selected_reward": -0.02057623490691185 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping drone shot, sweeping gracefully in a slow, smooth arc, circles the heart of the Forbidden City complex. Beneath a clear, cloudless blue sky, bright afternoon sunlight pours down, illuminating every golden glazed tile on the tiered roof of the Hall of Supreme Harmony, creating a vibrant, warm glow and a flowing sea of gold. As the camera pans, light sweeps across the neatly arranged tiles, highlighting their delicate texture and rhythm. Below, the crimson palace walls and white marble pedestals create a solemn backdrop. The vast courtyard, illuminated by the sunlight, casts long, sharply defined shadows, heightening the three-dimensionality and unparalleled scale of the entire complex. The entire scene is imbued with a sense of grandeur and the weight of history, creating an awe-inspiring atmosphere of tranquility and splendor.", + "seed": 21356, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_8/index_752_seed_21356_dp_17_rank_34_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 8, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.06477935907896608, + "vlm_logprob": -0.06477935907896608, + "vlm_yes_no_margin": 4.2, + "vlm_token_credit": -0.06477935907896608, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.28256309032440186 + ], + "opposite_logprob_tokens": [ + -1.4075630903244019 + ], + "logprob_reward": -0.28256309032440186, + "yes_no_margin_reward": 1.125, + "token_credit_reward": -0.28256309032440186, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.13733896613121033, + 0.02303866669535637, + 0.037289224565029144, + 0.05319112911820412, + 0.06718212366104126, + 0.0344262458384037, + 0.04857523739337921, + 0.06051575765013695, + 0.3188830614089966, + 0.21955952048301697 + ], + "top_frames": [ + 8, + 9, + 0 + ], + "selected_reward": -0.28256309032440186 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.02330601029098034 + ], + "opposite_logprob_tokens": [ + -3.773305892944336 + ], + "logprob_reward": -0.02330601029098034, + "yes_no_margin_reward": 3.75, + "token_credit_reward": -0.02330601029098034, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4876791536808014, + 0.034376442432403564, + 0.04609375447034836, + 0.0646052435040474, + 0.24400514364242554, + 0.009384618140757084, + 0.013668283820152283, + 0.03507422283291817, + 0.0243589598685503, + 0.040754154324531555 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.02330601029098034 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015142414486035705 + ], + "opposite_logprob_tokens": [ + -6.501514434814453 + ], + "logprob_reward": -0.0015142414486035705, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015142414486035705, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.47344696521759033, + 0.060180556029081345, + 0.07299229502677917, + 0.030236972495913506, + 0.1313437819480896, + 0.042495887726545334, + 0.041415464133024216, + 0.03507888317108154, + 0.03833172842860222, + 0.07447747886180878 + ], + "top_frames": [ + 0, + 4, + 9 + ], + "selected_reward": -0.0015142414486035705 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009781171567738056 + ], + "opposite_logprob_tokens": [ + -4.634781360626221 + ], + "logprob_reward": -0.009781171567738056, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009781171567738056, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.4663994014263153, + 0.02805289439857006, + 0.026452600955963135, + 0.016457203775644302, + 0.027830734848976135, + 0.020159002393484116, + 0.031151054427027702, + 0.03085378371179104, + 0.028809046372771263, + 0.32383427023887634 + ], + "top_frames": [ + 0, + 9, + 6 + ], + "selected_reward": -0.009781171567738056 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Does the camera perform a sweeping motion in a slow, smooth arc circling the Forbidden City complex?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Is the sky clear, cloudless, and blue with bright afternoon sunlight?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are golden glazed tiles visible on the tiered roof of the Hall of Supreme Harmony?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Are crimson palace walls and white marble pedestals visible in the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Do long, sharply defined shadows appear in the vast courtyard?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0067322817631065845 + ], + "opposite_logprob_tokens": [ + -5.00673246383667 + ], + "logprob_reward": -0.0067322817631065845, + "yes_no_margin_reward": 5.0, + "token_credit_reward": -0.0067322817631065845, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.34827277064323425, + 0.06764467805624008, + 0.06930803507566452, + 0.10340135544538498, + 0.2145535796880722, + 0.018051957711577415, + 0.02257491834461689, + 0.019662216305732727, + 0.06291705369949341, + 0.07361342012882233 + ], + "top_frames": [ + 0, + 4, + 3 + ], + "selected_reward": -0.0067322817631065845 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_9/index_tensor([344, 344])_group_9_rewards.json b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_9/index_tensor([344, 344])_group_9_rewards.json new file mode 100644 index 0000000000000000000000000000000000000000..aa728169f82bb75fed3fb2c82f6c86a16841605b --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_9/index_tensor([344, 344])_group_9_rewards.json @@ -0,0 +1,882 @@ +[ + { + "prompt": "sweeping, high-angle drone slowly passes over a picturesque Mediterranean village, bathed in the warm golden glow of the afternoon sun. Below, a dense cluster of whitewashed buildings, topped with weathered terracotta tiled roofs, cascades down a gentle hillside toward the coast. Narrow, winding cobblestone streets, like intricate veins, weave between the houses, some partially cast in the long, soft shadows of the setting sun. The streets ultimately lead to a tranquil, crescent-shaped harbor, where a fleet of colorful fishing boats, painted in vibrant shades of blue, yellow, and white, bob gently and rhythmically on the calm waters. The sea's surface is like glass, deepening from a crystal-clear turquoise at the shore to a rich sapphire in the distance, as low-hanging sunlight glints on the gentle ripples. In the background, rolling, sun-drenched hills, covered in sparse olive groves and green shrubbery, frame the vast expanse of the sea, creating a scene of tranquil, idyllic beauty that captures a profound, timeless sense of place.", + "seed": 1185, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_9/index_344_seed_1185_dp_18_rank_36_sample_0_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 0, + "avg": -0.018033238663338124, + "vlm_logprob": -0.018033238663338124, + "vlm_yes_no_margin": 5.025, + "vlm_token_credit": -0.018033238663338124, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.006583548150956631 + ], + "opposite_logprob_tokens": [ + -5.2565836906433105 + ], + "logprob_reward": -0.006583548150956631, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.006583548150956631, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1860896497964859, + 0.09790860861539841, + 0.14537037909030914, + 0.03842370584607124, + 0.04516543820500374, + 0.08767096698284149, + 0.22548435628414154, + 0.05267118662595749, + 0.08877433836460114, + 0.03244145214557648 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.006583548150956631 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0022143623791635036 + ], + "opposite_logprob_tokens": [ + -6.127214431762695 + ], + "logprob_reward": -0.0022143623791635036, + "yes_no_margin_reward": 6.125, + "token_credit_reward": -0.0022143623791635036, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1991846263408661, + 0.04923244193196297, + 0.26234135031700134, + 0.08256563544273376, + 0.17399409413337708, + 0.04090083763003349, + 0.0696779116988182, + 0.01922251097857952, + 0.046286094933748245, + 0.056594494730234146 + ], + "top_frames": [ + 2, + 0, + 4 + ], + "selected_reward": -0.0022143623791635036 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07007038593292236 + ], + "opposite_logprob_tokens": [ + -2.695070266723633 + ], + "logprob_reward": -0.07007038593292236, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07007038593292236, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.19532433152198792, + 0.08681626617908478, + 0.19959890842437744, + 0.12275171279907227, + 0.09306912869215012, + 0.07380864024162292, + 0.1308738738298416, + 0.01679692603647709, + 0.04816645756363869, + 0.03279377147555351 + ], + "top_frames": [ + 2, + 0, + 6 + ], + "selected_reward": -0.07007038593292236 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0015148365637287498 + ], + "opposite_logprob_tokens": [ + -6.501514911651611 + ], + "logprob_reward": -0.0015148365637287498, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.0015148365637287498, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21186397969722748, + 0.08800843358039856, + 0.09828343242406845, + 0.040682945400476456, + 0.05369357764720917, + 0.06860189139842987, + 0.0775284618139267, + 0.07226288318634033, + 0.1329946219921112, + 0.1560797393321991 + ], + "top_frames": [ + 0, + 9, + 8 + ], + "selected_reward": -0.0015148365637287498 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009783060289919376 + ], + "opposite_logprob_tokens": [ + -4.6347832679748535 + ], + "logprob_reward": -0.009783060289919376, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009783060289919376, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2643543481826782, + 0.05846226587891579, + 0.0740293338894844, + 0.05216740816831589, + 0.07038600742816925, + 0.06887401640415192, + 0.04622939974069595, + 0.13862775266170502, + 0.1736944019794464, + 0.05317511782050133 + ], + "top_frames": [ + 0, + 8, + 7 + ], + "selected_reward": -0.009783060289919376 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle drone slowly passes over a picturesque Mediterranean village, bathed in the warm golden glow of the afternoon sun. Below, a dense cluster of whitewashed buildings, topped with weathered terracotta tiled roofs, cascades down a gentle hillside toward the coast. Narrow, winding cobblestone streets, like intricate veins, weave between the houses, some partially cast in the long, soft shadows of the setting sun. The streets ultimately lead to a tranquil, crescent-shaped harbor, where a fleet of colorful fishing boats, painted in vibrant shades of blue, yellow, and white, bob gently and rhythmically on the calm waters. The sea's surface is like glass, deepening from a crystal-clear turquoise at the shore to a rich sapphire in the distance, as low-hanging sunlight glints on the gentle ripples. In the background, rolling, sun-drenched hills, covered in sparse olive groves and green shrubbery, frame the vast expanse of the sea, creating a scene of tranquil, idyllic beauty that captures a profound, timeless sense of place.", + "seed": 1186, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_9/index_344_seed_1186_dp_18_rank_36_sample_1_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 0, + "sample_idx_in_group": 1, + "avg": -0.030942814890295267, + "vlm_logprob": -0.030942814890295267, + "vlm_yes_no_margin": 4.475, + "vlm_token_credit": -0.030942814890295267, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009549533016979694 + ], + "opposite_logprob_tokens": [ + -4.759549617767334 + ], + "logprob_reward": -0.009549533016979694, + "yes_no_margin_reward": 4.75, + "token_credit_reward": -0.009549533016979694, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17113874852657318, + 0.15427693724632263, + 0.16910326480865479, + 0.024109359830617905, + 0.05356304347515106, + 0.04828307405114174, + 0.20080409944057465, + 0.06297539919614792, + 0.0876770094037056, + 0.02806905098259449 + ], + "top_frames": [ + 6, + 0, + 2 + ], + "selected_reward": -0.009549533016979694 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.003632971551269293 + ], + "opposite_logprob_tokens": [ + -5.62863302230835 + ], + "logprob_reward": -0.003632971551269293, + "yes_no_margin_reward": 5.625, + "token_credit_reward": -0.003632971551269293, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.17273065447807312, + 0.08976206928491592, + 0.12459325790405273, + 0.08895380795001984, + 0.06712613254785538, + 0.07635261863470078, + 0.08793462067842484, + 0.08359440416097641, + 0.17277054488658905, + 0.036181893199682236 + ], + "top_frames": [ + 8, + 0, + 2 + ], + "selected_reward": -0.003632971551269293 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.12710998952388763 + ], + "opposite_logprob_tokens": [ + -2.127110004425049 + ], + "logprob_reward": -0.12710998952388763, + "yes_no_margin_reward": 2.0, + "token_credit_reward": -0.12710998952388763, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.2510017156600952, + 0.2882837951183319, + 0.08412273973226547, + 0.03872150927782059, + 0.07187530398368835, + 0.026776520535349846, + 0.035489000380039215, + 0.023358814418315887, + 0.1324872076511383, + 0.04788341000676155 + ], + "top_frames": [ + 1, + 0, + 8 + ], + "selected_reward": -0.12710998952388763 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00464111752808094 + ], + "opposite_logprob_tokens": [ + -5.379641056060791 + ], + "logprob_reward": -0.00464111752808094, + "yes_no_margin_reward": 5.375, + "token_credit_reward": -0.00464111752808094, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12408966571092606, + 0.4170336425304413, + 0.05230671539902687, + 0.09983502328395844, + 0.061918407678604126, + 0.030410850420594215, + 0.045674216002225876, + 0.04830439016222954, + 0.07958228141069412, + 0.04084489494562149 + ], + "top_frames": [ + 1, + 0, + 3 + ], + "selected_reward": -0.00464111752808094 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.009780462831258774 + ], + "opposite_logprob_tokens": [ + -4.634780406951904 + ], + "logprob_reward": -0.009780462831258774, + "yes_no_margin_reward": 4.625, + "token_credit_reward": -0.009780462831258774, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.10645442456007004, + 0.11268872022628784, + 0.049161966890096664, + 0.0345921665430069, + 0.1275651603937149, + 0.05953173339366913, + 0.08525718748569489, + 0.09418018907308578, + 0.1660982221364975, + 0.16447024047374725 + ], + "top_frames": [ + 8, + 9, + 4 + ], + "selected_reward": -0.009780462831258774 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle drone slowly passes over a picturesque Mediterranean village, bathed in the warm golden glow of the afternoon sun. Below, a dense cluster of whitewashed buildings, topped with weathered terracotta tiled roofs, cascades down a gentle hillside toward the coast. Narrow, winding cobblestone streets, like intricate veins, weave between the houses, some partially cast in the long, soft shadows of the setting sun. The streets ultimately lead to a tranquil, crescent-shaped harbor, where a fleet of colorful fishing boats, painted in vibrant shades of blue, yellow, and white, bob gently and rhythmically on the calm waters. The sea's surface is like glass, deepening from a crystal-clear turquoise at the shore to a rich sapphire in the distance, as low-hanging sunlight glints on the gentle ripples. In the background, rolling, sun-drenched hills, covered in sparse olive groves and green shrubbery, frame the vast expanse of the sea, creating a scene of tranquil, idyllic beauty that captures a profound, timeless sense of place.", + "seed": 1187, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_9/index_344_seed_1187_dp_19_rank_38_sample_2_slot_0.mp4", + "sample_idx": 0, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 2, + "avg": -0.016339276754297315, + "vlm_logprob": -0.016339276754297315, + "vlm_yes_no_margin": 5.35, + "vlm_token_credit": -0.016339276754297315, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002744600409641862 + ], + "opposite_logprob_tokens": [ + -6.252744674682617 + ], + "logprob_reward": -0.002744600409641862, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.002744600409641862, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.21264035999774933, + 0.16687224805355072, + 0.09597627818584442, + 0.11986730247735977, + 0.0492289736866951, + 0.07533970475196838, + 0.12457342445850372, + 0.05025026202201843, + 0.05424759164452553, + 0.05100385099649429 + ], + "top_frames": [ + 0, + 1, + 6 + ], + "selected_reward": -0.002744600409641862 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0017228773795068264 + ], + "opposite_logprob_tokens": [ + -6.376722812652588 + ], + "logprob_reward": -0.0017228773795068264, + "yes_no_margin_reward": 6.375, + "token_credit_reward": -0.0017228773795068264, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09605559706687927, + 0.1450854241847992, + 0.08837239444255829, + 0.33380255103111267, + 0.04539024829864502, + 0.03767666593194008, + 0.08237499743700027, + 0.03286701813340187, + 0.07180880755186081, + 0.0665663480758667 + ], + "top_frames": [ + 3, + 1, + 0 + ], + "selected_reward": -0.0017228773795068264 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.07003815472126007 + ], + "opposite_logprob_tokens": [ + -2.695038080215454 + ], + "logprob_reward": -0.07003815472126007, + "yes_no_margin_reward": 2.625, + "token_credit_reward": -0.07003815472126007, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.12455882132053375, + 0.31457847356796265, + 0.045971062034368515, + 0.11840267479419708, + 0.06414874643087387, + 0.130513533949852, + 0.07435275614261627, + 0.03405313566327095, + 0.048786092549562454, + 0.04463472217321396 + ], + "top_frames": [ + 1, + 5, + 0 + ], + "selected_reward": -0.07003815472126007 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.00194110709708184 + ], + "opposite_logprob_tokens": [ + -6.251941204071045 + ], + "logprob_reward": -0.00194110709708184, + "yes_no_margin_reward": 6.25, + "token_credit_reward": -0.00194110709708184, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11013977229595184, + 0.23702923953533173, + 0.052752040326595306, + 0.10627761483192444, + 0.0701351910829544, + 0.1116202175617218, + 0.0594780407845974, + 0.08941235393285751, + 0.03421535715460777, + 0.1289401352405548 + ], + "top_frames": [ + 1, + 9, + 5 + ], + "selected_reward": -0.00194110709708184 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.005249644163995981 + ], + "opposite_logprob_tokens": [ + -5.255249500274658 + ], + "logprob_reward": -0.005249644163995981, + "yes_no_margin_reward": 5.25, + "token_credit_reward": -0.005249644163995981, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.1588171422481537, + 0.11686080694198608, + 0.04835554584860802, + 0.16462142765522003, + 0.08511701226234436, + 0.030940234661102295, + 0.1401902735233307, + 0.07728254795074463, + 0.11244108527898788, + 0.06537394225597382 + ], + "top_frames": [ + 3, + 0, + 6 + ], + "selected_reward": -0.005249644163995981 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + }, + { + "prompt": "sweeping, high-angle drone slowly passes over a picturesque Mediterranean village, bathed in the warm golden glow of the afternoon sun. Below, a dense cluster of whitewashed buildings, topped with weathered terracotta tiled roofs, cascades down a gentle hillside toward the coast. Narrow, winding cobblestone streets, like intricate veins, weave between the houses, some partially cast in the long, soft shadows of the setting sun. The streets ultimately lead to a tranquil, crescent-shaped harbor, where a fleet of colorful fishing boats, painted in vibrant shades of blue, yellow, and white, bob gently and rhythmically on the calm waters. The sea's surface is like glass, deepening from a crystal-clear turquoise at the shore to a rich sapphire in the distance, as low-hanging sunlight glints on the gentle ripples. In the background, rolling, sun-drenched hills, covered in sparse olive groves and green shrubbery, frame the vast expanse of the sea, creating a scene of tranquil, idyllic beauty that captures a profound, timeless sense of place.", + "seed": 1188, + "video_path": "./outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/rl_samples/0000245/group_9/index_344_seed_1188_dp_19_rank_38_sample_3_slot_1.mp4", + "sample_idx": 1, + "ranks_per_group": 2, + "group_idx": 9, + "rank_in_group": 1, + "sample_idx_in_group": 3, + "avg": -0.018160228268243372, + "vlm_logprob": -0.018160228268243372, + "vlm_yes_no_margin": 4.85, + "vlm_token_credit": -0.018160228268243372, + "vlm_yes_ratio": 1.0, + "vlm_num_questions": 5.0, + "reward_records": [ + { + "sample_idx": 0, + "question_id": "q1", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.002317601814866066 + ], + "opposite_logprob_tokens": [ + -6.502317428588867 + ], + "logprob_reward": -0.002317601814866066, + "yes_no_margin_reward": 6.5, + "token_credit_reward": -0.002317601814866066, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.09219958633184433, + 0.16794975101947784, + 0.03903058171272278, + 0.08211667090654373, + 0.36258330941200256, + 0.022914335131645203, + 0.028603244572877884, + 0.02613981068134308, + 0.05995585396885872, + 0.1185067743062973 + ], + "top_frames": [ + 4, + 1, + 9 + ], + "selected_reward": -0.002317601814866066 + }, + { + "sample_idx": 0, + "question_id": "q2", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0010524216340854764 + ], + "opposite_logprob_tokens": [ + -6.876052379608154 + ], + "logprob_reward": -0.0010524216340854764, + "yes_no_margin_reward": 6.875, + "token_credit_reward": -0.0010524216340854764, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03081262856721878, + 0.0703594982624054, + 0.026579368859529495, + 0.0425565242767334, + 0.5980165004730225, + 0.012662889435887337, + 0.02059374935925007, + 0.045857176184654236, + 0.013081543147563934, + 0.1394801288843155 + ], + "top_frames": [ + 4, + 9, + 1 + ], + "selected_reward": -0.0010524216340854764 + }, + { + "sample_idx": 0, + "question_id": "q3", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.0486685186624527 + ], + "opposite_logprob_tokens": [ + -3.048668622970581 + ], + "logprob_reward": -0.0486685186624527, + "yes_no_margin_reward": 3.0, + "token_credit_reward": -0.0486685186624527, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.11615339666604996, + 0.20799368619918823, + 0.18353743851184845, + 0.0503293015062809, + 0.20954902470111847, + 0.03897503763437271, + 0.025198087096214294, + 0.03476141020655632, + 0.01636846549808979, + 0.11713416874408722 + ], + "top_frames": [ + 4, + 1, + 2 + ], + "selected_reward": -0.0486685186624527 + }, + { + "sample_idx": 0, + "question_id": "q4", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.018184728920459747 + ], + "opposite_logprob_tokens": [ + -4.018184661865234 + ], + "logprob_reward": -0.018184728920459747, + "yes_no_margin_reward": 4.0, + "token_credit_reward": -0.018184728920459747, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.03948470577597618, + 0.03354061022400856, + 0.016973787918686867, + 0.01796519011259079, + 0.7476149797439575, + 0.027992160990834236, + 0.02617947943508625, + 0.021197061985731125, + 0.012387672439217567, + 0.0566643550992012 + ], + "top_frames": [ + 4, + 9, + 0 + ], + "selected_reward": -0.018184728920459747 + }, + { + "sample_idx": 0, + "question_id": "q5", + "question": "You are a careful video question-answering assistant.\nUse only visually grounded evidence from the video, and do not guess unseen details.\n\nGiven an AI generated video, answer the following atomic visual questions using only evidence from the video.\n\nRules:\n- Answer each question independently.\n- Use concise canonical phrases.\n- Do not add explanations.\n- For \"yes_no\" questions, answer with \"Yes\" or \"No\" only.\n- Return valid JSON only.\n\nOutput format:\n{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"...\"}]}\n\nSub-questions:\n- {\"id\": \"q1\", \"question\": \"Is the camera view a high-angle shot moving slowly over the scene?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q2\", \"question\": \"Are whitewashed buildings with weathered terracotta tiled roofs visible on a hillside?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q3\", \"question\": \"Are narrow winding cobblestone streets visible between the houses?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q4\", \"question\": \"Is a crescent-shaped harbor with colorful fishing boats (blue, yellow, white) visible?\", \"answer_type\": \"yes_no\"}\n- {\"id\": \"q5\", \"question\": \"Is the sea surface depicted as calm with turquoise water near the shore deepening to sapphire in the distance?\", \"answer_type\": \"yes_no\"}", + "ref_answer": "{\"sub_answers\": [{\"id\": \"q1\", \"answer\": \"Yes\"}, {\"id\": \"q2\", \"answer\": \"Yes\"}, {\"id\": \"q3\", \"answer\": \"Yes\"}, {\"id\": \"q4\", \"answer\": \"Yes\"}, {\"id\": \"q5\", \"answer\": \"Yes\"}]}", + "target_answer": "Yes", + "pred_sentence": "Yes", + "normalized_pred_keywords": [ + "Yes" + ], + "target_logprob_tokens": [ + -0.020577870309352875 + ], + "opposite_logprob_tokens": [ + -3.895577907562256 + ], + "logprob_reward": -0.020577870309352875, + "yes_no_margin_reward": 3.875, + "token_credit_reward": -0.020577870309352875, + "yes_ratio_reward": 1.0, + "frame_importance": [ + 0.06353794038295746, + 0.04158993065357208, + 0.03118930011987686, + 0.02277437411248684, + 0.3293468952178955, + 0.05369162559509277, + 0.04090593755245209, + 0.04234326630830765, + 0.02703382633626461, + 0.3475869297981262 + ], + "top_frames": [ + 9, + 4, + 0 + ], + "selected_reward": -0.020577870309352875 + } + ], + "vlm_decoded_outputs": [ + "Yes", + "Yes", + "Yes", + "Yes", + "Yes" + ] + } +] \ No newline at end of file diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is cutting objects.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is cutting objects.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1c0fbf754208fc71d7be3ac9adc413647abebbb9 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is cutting objects.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:80a7e27be6e8d3d6c10f37f8e347b7959ff10691bdd290a95eb6675593166d03 +size 517047 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..944bb75db50bb90a927874b5d1aa6dadfc66e9fe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing basketball.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c7fd90286717f0905b8d29b0222d1f92a225fd79523acb6b23e3a30a79d39d07 +size 768917 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing ping-pong.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing ping-pong.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..24b298f2ae7e568c885b125d881179c802428b76 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A man is playing ping-pong.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7caf5d6a25fa453d682d4b6645787c2e20398c80a0e40d8c00f469ddb7c2b822 +size 946332 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is brushing their teeth, then they suddenly start making breakfast.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is brushing their teeth, then they suddenly start making breakfast.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ff1b22ff79b877b2e8638e6f77fac115d52d90ce --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is brushing their teeth, then they suddenly start making breakfast.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2693728ffef10493c8af7d04548aecd94d59d0f0a1badf7ee2abb6a5752e111a +size 481512 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their email, then they suddenly start making a phone call.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their email, then they suddenly start making a phone call.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ae0136531f5bb5e06ab3a7f300957c17fd0c0bd5 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their email, then they suddenly start making a phone call.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6dfcac3ba1d0e9bc00bc0364c0100526a6528220457a9aafba06a9060fe498c4 +size 391467 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their phone, then they suddenly start watering the plants.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their phone, then they suddenly start watering the plants.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..b6787c6557b278c5025130a309b22107ca2f2efe --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is checking their phone, then they suddenly start watering the plants.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3084f400de581cf8644dcac453f839693a46504a2232a72e7b6a9be724834e1f +size 563219 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is cleaning the kitchen, then they suddenly start mopping the floor.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is cleaning the kitchen, then they suddenly start mopping the floor.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..a6b430d1e4ad2731e399e8e3839564946d5df725 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is cleaning the kitchen, then they suddenly start mopping the floor.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:eae11b545bfe174d4b0cab5bf284edca5cf9ca6405cb1c21ab71a7c3506a3bfe +size 708274 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is doing yoga, then they suddenly get up and start making dinner.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is doing yoga, then they suddenly get up and start making dinner.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..bf78f5e38d373037c236bef06887fb30b13db32c --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is doing yoga, then they suddenly get up and start making dinner.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ea17521fb62265471c7bae95dceaedd8c27a62c0b8b1d492c56dbc10d44c7718 +size 570291 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a glass of water, then they suddenly start cleaning the windows.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a glass of water, then they suddenly start cleaning the windows.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..2177461dcfbc3e34d0a354f7d9806af7722e1402 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking a glass of water, then they suddenly start cleaning the windows.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:290dbe0f8c8884b55614f1c9a00691f5eac631a439ee16e2991fd7bbb0227fef +size 635515 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..40cfa22d4598faa19e66f5d71b263aa51a096193 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking coffee, then they suddenly get up and start sweeping the garage.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cee3398a02683024696956b18112a02fedfff398f179c90ab6d6b084beeebc61 +size 581419 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start folding the laundry.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start folding the laundry.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..1f7311305768642a20146723d7bfbb21e07cfd86 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking tea, then they suddenly start folding the laundry.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b48ed53e660c5d3f4559bebae7058b5279eca5b07b8901857780da0418393bd3 +size 687138 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking water, then they suddenly start organizing their desk.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking water, then they suddenly start organizing their desk.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..623c5bd31d1b86dacc3800fb1de1076762c95668 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is drinking water, then they suddenly start organizing their desk.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f2fc213ded09e74d500249242a932486a88721869c87dacf31dfc213752413a5 +size 572961 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating lunch, then they suddenly start cleaning the car.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating lunch, then they suddenly start cleaning the car.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..dbe9c2c9b47aad510fbbab97cbf734071d5d9fcf --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is eating lunch, then they suddenly start cleaning the car.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2d677305024aa29ad6b8067c58621d11770ed0d7212a4f53e010be53aa1c7c48 +size 811470 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..299da70d16c89056dd032c0149565d763e8418dc --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is folding clothes, then they suddenly get up and start reading a book.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98b7e508cbd9d4199fb5d6342b5cdf58f12dd2f1629997907d07997af8dfd93d +size 544701 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their closet, then they suddenly start tidying the garage.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their closet, then they suddenly start tidying the garage.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..606a8be2ab819bd4cb42c72b7a58af653b078d1f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their closet, then they suddenly start tidying the garage.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:97972ed016f947c99364a8f7ffe80ee91dd88a3480d597fcc33b3db5faafbfb5 +size 812419 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their desk, then they suddenly start doing the dishes.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their desk, then they suddenly start doing the dishes.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fbd30b1404871daf9fbb9fa3718605e312959169 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is organizing their desk, then they suddenly start doing the dishes.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1e7a98128d17d9476026f9039ff5f88a2b63fe227e146926f2af297e5d420d0a +size 676704 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..ebead32ea44e83ee00ee5a5ec10922d5a32e66d7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is playing a game on their phone, then they suddenly start cleaning the bathroom.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8badaf66ad8af2ca8b0622c70aa3f104b26cb56d7cea2f32a90fff3804402a6a +size 557050 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a book, then they suddenly start folding laundry.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a book, then they suddenly start folding laundry.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..0dc90de5a911e3a2aeb542fd8ed135290e31dc0a --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading a book, then they suddenly start folding laundry.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:12346fccd2deb9213391684420afba6e9ce551d4bf705b8137023ac1da92645b +size 502117 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading the news, then they suddenly start watering the plants.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading the news, then they suddenly start watering the plants.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..10e5d9bd067bb182532a0545033d00656df7cff7 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is reading the news, then they suddenly start watering the plants.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ef657324a1b80ffb6f3fa0621830d0c3e25a2f92a3682c8684f4f4afd2ee183f +size 779826 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly stand up and start stretching.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly stand up and start stretching.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..671c2fcbf67dfb5aa0c1c76e7453214027f887c0 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting in a chair, then they suddenly stand up and start stretching.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b891809cba8d9820497718d28d8f370ca1d6f6a4e66bc9c3cab0476d2f987b3 +size 529344 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..151a3d47087c72b43f4e7a2c36a98babeaf8d16f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is sitting on a chair, then they suddenly start cleaning the desk.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ec30a95db27ebf876d2428446f008c56c26194ac1080e25c81a2a47826b0893c +size 612022 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is texting, then they suddenly get up and start vacuuming the floor.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is texting, then they suddenly get up and start vacuuming the floor.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..fa51e2587ff7d423f7188298d95ac6c4c9835cb8 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is texting, then they suddenly get up and start vacuuming the floor.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:597b9b7cad616966e44fd90b07a4136dcc2976a273fba7fb38b8a8e0e673e6d2 +size 527761 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a movie, then they suddenly get up and start sweeping the porch.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a movie, then they suddenly get up and start sweeping the porch.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..8b360c4c1f71df097f8f254acd564c02c663f752 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a movie, then they suddenly get up and start sweeping the porch.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a6008d061961710f2f5fa25b21896e00e4e162512d96295956d4ac613279fc0b +size 827186 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a video, then they suddenly get up and start sweeping the yard.-2.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a video, then they suddenly get up and start sweeping the yard.-2.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..105c094d11b8e31f053a92a4eb287c18c92f2c0f --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is watching a video, then they suddenly get up and start sweeping the yard.-2.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1b0e9d47d5d16eaeb5bfd46386ddaca3f04f94c396e7cadfe8f6afbe6bc22f49 +size 1198584 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is writing an email, then they suddenly get up and start baking cookies.-1.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is writing an email, then they suddenly get up and start baking cookies.-1.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..59171c8c559f84f4914b0577c931e456ebde3c75 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A person is writing an email, then they suddenly get up and start baking cookies.-1.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5c78e8628aa091cdb3ae322ebf2ef5e7eb2ade20f72f406ca4db1e6229ff3447 +size 453746 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is dancing.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is dancing.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..f9d0d4c0626b935ea9c1216fe1e0b20e7d64ddaa --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is dancing.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d27a20009c42c86cb0f06fd5a6ca16c14b97d7f07df95cc35cdbdaa95e522c82 +size 651560 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing exercises.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing exercises.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..c0b2543ac6d55aede47fb92865020800e6c73494 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing exercises.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b1e9fbc1e4b8c0681135986a952620ce97dec157a659040d7270d9468c3e36d +size 509967 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing gymnastics.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing gymnastics.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..aa082aa291fbc9abbfb86923d06478ed3d3b4a14 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is doing gymnastics.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d4e4feb00688cdb2bf58874c416ae98ec294eab13e6fd93a81bd65b6ea33b1c5 +size 611333 diff --git a/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is playing basketball.-0.mp4 b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is playing basketball.-0.mp4 new file mode 100644 index 0000000000000000000000000000000000000000..997de593fdd728ce8054ac94122fb80aab6e4523 --- /dev/null +++ b/outputs/yw006-4-sage-qwen35-9b-token-credit-video-adv-2/vbench2_eval/step_100/videos/Human_Identity/A woman is playing basketball.-0.mp4 @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf257e95896848658424ed9bf36505544bf13a4b6b6f3a18a9d0630998123329 +size 538800